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{"ts": "2026-06-07T05:31:04Z", "turn": 1050, "cycle": 5323500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5323500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 49.3W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.527300 0.527502 +0.000000 0.003100\nasymmetry 319.868100 319.769278 +0.069800 1.964500\nvel_mean 0.222113 0.221051 +0.001990 0.004154\nvel_max 0.286998 0.285469 -0.000519 0.007057\nvel_var 0.002363 0.002443 -0.000118 0.000342\nvorticity_mean 0.027337 0.027844 -0.005078 0.011072\nstress_xx -0.001060 -0.001030 +0.000021 0.000254\nstress_yy 0.001054 0.001015 +0.000044 0.000189\nstress_xy -0.000388 -0.000350 -0.000104 0.000149\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5293500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5298500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5303500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:31:04Z", "turn": 1050, "cycle": 5323500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5323500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 49.3W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.527300 0.527502 +0.000000 0.003100\nasymmetry 319.868100 319.769278 +0.069800 1.964500\nvel_mean 0.222113 0.221051 +0.001990 0.004154\nvel_max 0.286998 0.285469 -0.000519 0.007057\nvel_var 0.002363 0.002443 -0.000118 0.000342\nvorticity_mean 0.027337 0.027844 -0.005078 0.011072\nstress_xx -0.001060 -0.001030 +0.000021 0.000254\nstress_yy 0.001054 0.001015 +0.000044 0.000189\nstress_xy -0.000388 -0.000350 -0.000104 0.000149\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5293500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5298500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5303500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:32:19Z", "turn": 1051, "cycle": 5328500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5328500 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 45.5W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.527500 0.527498 +0.001000 0.003200\nasymmetry 319.972600 319.842871 -0.462900 1.948900\nvel_mean 0.222703 0.221037 -0.000162 0.004250\nvel_max 0.284155 0.285372 -0.002766 0.006849\nvel_var 0.002315 0.002444 +0.000054 0.000340\nvorticity_mean 0.022698 0.027884 -0.003064 0.011146\nstress_xx -0.001034 -0.001036 -0.000006 0.000267\nstress_yy 0.001091 0.001011 +0.000039 0.000210\nstress_xy -0.000360 -0.000354 +0.000019 0.000155\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5298500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5303500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:32:19Z", "turn": 1051, "cycle": 5328500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5328500 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 45.5W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.527500 0.527498 +0.001000 0.003200\nasymmetry 319.972600 319.842871 -0.462900 1.948900\nvel_mean 0.222703 0.221037 -0.000162 0.004250\nvel_max 0.284155 0.285372 -0.002766 0.006849\nvel_var 0.002315 0.002444 +0.000054 0.000340\nvorticity_mean 0.022698 0.027884 -0.003064 0.011146\nstress_xx -0.001034 -0.001036 -0.000006 0.000267\nstress_yy 0.001091 0.001011 +0.000039 0.000210\nstress_xy -0.000360 -0.000354 +0.000019 0.000155\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5298500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5303500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:33:28Z", "turn": 1052, "cycle": 5333500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5333500 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 45.0W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.528400 0.527459 +0.001000 0.003300\nasymmetry 319.364200 319.941286 -0.514900 1.987000\nvel_mean 0.220637 0.221047 -0.001430 0.004228\nvel_max 0.284822 0.285343 +0.002271 0.007656\nvel_var 0.002536 0.002443 +0.000117 0.000348\nvorticity_mean 0.025711 0.027879 +0.003028 0.011157\nstress_xx -0.001012 -0.001032 +0.000027 0.000263\nstress_yy 0.001035 0.001029 -0.000002 0.000176\nstress_xy -0.000344 -0.000350 +0.000028 0.000174\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5303500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:33:28Z", "turn": 1052, "cycle": 5333500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5333500 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 45.0W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.528400 0.527459 +0.001000 0.003300\nasymmetry 319.364200 319.941286 -0.514900 1.987000\nvel_mean 0.220637 0.221047 -0.001430 0.004228\nvel_max 0.284822 0.285343 +0.002271 0.007656\nvel_var 0.002536 0.002443 +0.000117 0.000348\nvorticity_mean 0.025711 0.027879 +0.003028 0.011157\nstress_xx -0.001012 -0.001032 +0.000027 0.000263\nstress_yy 0.001035 0.001029 -0.000002 0.000176\nstress_xy -0.000344 -0.000350 +0.000028 0.000174\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5303500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:34:41Z", "turn": 1053, "cycle": 5338500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5338500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 44.8W util=41%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.527600 0.527431 -0.000800 0.003300\nasymmetry 320.046600 320.041755 +0.693400 1.996800\nvel_mean 0.219285 0.221058 -0.001410 0.004172\nvel_max 0.287185 0.285281 +0.002198 0.006841\nvel_var 0.002561 0.002443 +0.000088 0.000345\nvorticity_mean 0.032118 0.027844 +0.004906 0.011078\nstress_xx -0.000997 -0.001034 +0.000033 0.000269\nstress_yy 0.001042 0.001030 +0.000067 0.000153\nstress_xy -0.000355 -0.000348 +0.000022 0.000166\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5308500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5333500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:35:53Z", "turn": 1054, "cycle": 5343500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5343500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 44.3W util=35%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.527200 0.527399 -0.000500 0.003300\nasymmetry 320.257600 320.129395 +0.330600 2.000700\nvel_mean 0.220256 0.221058 +0.000971 0.004209\nvel_max 0.286228 0.285367 -0.000306 0.007364\nvel_var 0.002466 0.002443 -0.000127 0.000338\nvorticity_mean 0.032210 0.027828 -0.000849 0.011149\nstress_xx -0.001093 -0.001029 -0.000025 0.000265\nstress_yy 0.000970 0.001011 -0.000088 0.000181\nstress_xy -0.000413 -0.000346 -0.000083 0.000151\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5313500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5333500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5338500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:37:06Z", "turn": 1055, "cycle": 5348500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5348500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 45.4W util=36%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.496700 0.467851 +0.061400 0.063800\nasymmetry 414.608000 453.154876 -114.362300 115.659400\nvel_mean 0.222956 0.220809 +0.002053 0.006840\nvel_max 0.285294 0.533328 -0.001661 2.030471\nvel_var 0.002267 0.002489 -0.000132 0.000619\nvorticity_mean 0.025457 0.027664 -0.005359 0.011248\nstress_xx -0.001114 -0.000686 -0.000230 0.001649\nstress_yy 0.001157 0.001373 -0.000079 0.001007\nstress_xy -0.000368 -0.000194 -0.000126 0.000786\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5318500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5333500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5338500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5343500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:38:20Z", "turn": 1056, "cycle": 5353500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5353500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.505200 0.504385 +0.002600 0.004000\nasymmetry 407.927400 408.519538 -1.905400 3.060000\nvel_mean 0.221995 0.221042 -0.000595 0.004164\nvel_max 0.282509 0.285424 -0.002445 0.007115\nvel_var 0.002428 0.002445 +0.000083 0.000343\nvorticity_mean 0.022763 0.027897 -0.001416 0.011098\nstress_xx -0.001046 -0.001127 +0.000082 0.000294\nstress_yy 0.001082 0.001118 -0.000076 0.000170\nstress_xy -0.000374 -0.000380 -0.000014 0.000196\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5323500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5333500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5338500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5343500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5348500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:39:27Z", "turn": 1057, "cycle": 5358500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5358500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=18%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507300 0.506251 +0.000600 0.003000\nasymmetry 406.391200 407.195836 -0.429800 2.311400\nvel_mean 0.220581 0.221054 -0.001468 0.004191\nvel_max 0.283624 0.285389 -0.000453 0.007247\nvel_var 0.002485 0.002445 +0.000057 0.000330\nvorticity_mean 0.027531 0.027876 +0.004414 0.011100\nstress_xx -0.001143 -0.001117 -0.000058 0.000324\nstress_yy 0.001112 0.001112 -0.000066 0.000182\nstress_xy -0.000367 -0.000372 +0.000014 0.000178\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5328500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5333500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5338500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5343500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5348500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5353500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:40:37Z", "turn": 1058, "cycle": 5363500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5363500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.0W util=21%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507200 0.506718 -0.000600 0.003200\nasymmetry 406.652300 406.948051 +0.545400 2.333100\nvel_mean 0.219220 0.221066 -0.000641 0.004153\nvel_max 0.287041 0.285385 +0.002313 0.007439\nvel_var 0.002595 0.002444 +0.000030 0.000343\nvorticity_mean 0.033171 0.027839 +0.004028 0.011117\nstress_xx -0.001158 -0.001113 -0.000067 0.000246\nstress_yy 0.001031 0.001097 -0.000079 0.000196\nstress_xy -0.000391 -0.000382 +0.000018 0.000160\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5333500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5338500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5343500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5348500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5353500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5358500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:41:44Z", "turn": 1059, "cycle": 5368500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5368500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=25%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.505400 0.506761 -0.000800 0.003200\nasymmetry 408.055900 407.012866 +0.680500 2.400600\nvel_mean 0.221073 0.221070 +0.001925 0.004137\nvel_max 0.288381 0.285329 +0.001998 0.007514\nvel_var 0.002387 0.002444 -0.000143 0.000342\nvorticity_mean 0.030644 0.027825 -0.002659 0.011062\nstress_xx -0.001167 -0.001124 -0.000051 0.000313\nstress_yy 0.001133 0.001106 +0.000090 0.000204\nstress_xy -0.000347 -0.000385 +0.000090 0.000184\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5338500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5343500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5348500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5353500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5358500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5363500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:42:53Z", "turn": 1060, "cycle": 5373500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5373500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=25%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.505800 0.506790 +0.000400 0.003200\nasymmetry 407.847400 407.083390 -0.297300 2.385000\nvel_mean 0.222650 0.221055 +0.000961 0.004172\nvel_max 0.284887 0.285409 -0.001368 0.006465\nvel_var 0.002347 0.002445 +0.000013 0.000336\nvorticity_mean 0.023911 0.027860 -0.005277 0.011172\nstress_xx -0.001061 -0.001131 +0.000098 0.000244\nstress_yy 0.001096 0.001119 -0.000039 0.000219\nstress_xy -0.000407 -0.000374 -0.000028 0.000159\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5343500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5348500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5353500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5358500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5363500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5368500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:44:00Z", "turn": 1061, "cycle": 5378500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5378500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.0W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507400 0.506791 +0.000600 0.003100\nasymmetry 406.726700 407.175938 -0.398300 2.319200\nvel_mean 0.222028 0.221050 -0.000823 0.004187\nvel_max 0.284752 0.285289 -0.000132 0.007436\nvel_var 0.002429 0.002445 +0.000040 0.000345\nvorticity_mean 0.023212 0.027884 +0.000434 0.011116\nstress_xx -0.001155 -0.001117 -0.000156 0.000316\nstress_yy 0.001071 0.001107 -0.000077 0.000192\nstress_xy -0.000402 -0.000371 +0.000020 0.000177\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5348500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5353500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5358500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5363500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5368500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5373500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:45:10Z", "turn": 1062, "cycle": 5383500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5383500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.3W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507800 0.506756 -0.000200 0.003200\nasymmetry 406.504500 407.293938 +0.130200 2.334100\nvel_mean 0.219774 0.221067 -0.001890 0.004101\nvel_max 0.287703 0.285389 +0.003059 0.006634\nvel_var 0.002562 0.002443 +0.000155 0.000341\nvorticity_mean 0.029483 0.027863 +0.005117 0.011046\nstress_xx -0.001143 -0.001118 -0.000008 0.000285\nstress_yy 0.001096 0.001095 +0.000019 0.000230\nstress_xy -0.000301 -0.000381 +0.000108 0.000175\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5353500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5358500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5363500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5368500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5373500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5378500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:46:16Z", "turn": 1063, "cycle": 5388500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5388500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.8W util=22%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.506200 0.506703 -0.001400 0.003200\nasymmetry 407.801800 407.427796 +1.136500 2.341100\nvel_mean 0.219293 0.221079 -0.000125 0.004177\nvel_max 0.286450 0.285350 +0.000588 0.006745\nvel_var 0.002518 0.002443 -0.000053 0.000330\nvorticity_mean 0.033324 0.027819 +0.002471 0.011141\nstress_xx -0.001163 -0.001134 -0.000061 0.000280\nstress_yy 0.001205 0.001110 +0.000216 0.000217\nstress_xy -0.000313 -0.000385 +0.000047 0.000192\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5358500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5363500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5368500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5373500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5378500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5383500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:47:26Z", "turn": 1064, "cycle": 5393500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5393500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.9W util=21%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.505300 0.506728 -0.000300 0.003100\nasymmetry 408.617900 407.508227 +0.245000 2.353700\nvel_mean 0.221813 0.221064 +0.001930 0.004154\nvel_max 0.288026 0.285394 +0.001226 0.006720\nvel_var 0.002331 0.002444 -0.000139 0.000339\nvorticity_mean 0.028912 0.027836 -0.003976 0.011131\nstress_xx -0.001108 -0.001123 +0.000071 0.000265\nstress_yy 0.001079 0.001119 -0.000045 0.000174\nstress_xy -0.000383 -0.000366 -0.000016 0.000166\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5363500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5368500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5373500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5378500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5383500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5388500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:48:33Z", "turn": 1065, "cycle": 5398500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5398500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=17%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.506700 0.506694 +0.000500 0.003100\nasymmetry 407.570300 407.623598 -0.348800 2.264900\nvel_mean 0.222843 0.221058 +0.000578 0.004113\nvel_max 0.283272 0.285277 -0.003085 0.006896\nvel_var 0.002374 0.002444 +0.000020 0.000336\nvorticity_mean 0.022709 0.027868 -0.004420 0.011059\nstress_xx -0.001177 -0.001117 -0.000101 0.000288\nstress_yy 0.001157 0.001105 +0.000086 0.000261\nstress_xy -0.000373 -0.000377 -0.000011 0.000145\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5368500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5373500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5378500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5383500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5388500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5393500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:49:43Z", "turn": 1066, "cycle": 5403500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5403500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=22%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507800 0.506663 +0.001000 0.003000\nasymmetry 406.862100 407.750025 -0.754000 2.286200\nvel_mean 0.221505 0.221062 -0.001603 0.004186\nvel_max 0.285205 0.285340 +0.001579 0.006713\nvel_var 0.002427 0.002444 +0.000126 0.000339\nvorticity_mean 0.024593 0.027872 +0.002213 0.011137\nstress_xx -0.001060 -0.001123 +0.000095 0.000289\nstress_yy 0.001167 0.001097 +0.000042 0.000207\nstress_xy -0.000365 -0.000388 -0.000012 0.000160\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5373500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5378500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5383500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5388500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5393500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5398500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:50:50Z", "turn": 1067, "cycle": 5408500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5408500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507400 0.506657 -0.000400 0.003200\nasymmetry 407.212900 407.846963 +0.233800 2.335700\nvel_mean 0.219277 0.221066 -0.001367 0.004169\nvel_max 0.284631 0.285370 +0.001192 0.006849\nvel_var 0.002575 0.002443 +0.000065 0.000343\nvorticity_mean 0.031064 0.027847 +0.004994 0.011153\nstress_xx -0.001150 -0.001130 -0.000098 0.000295\nstress_yy 0.001173 0.001116 +0.000096 0.000198\nstress_xy -0.000413 -0.000379 -0.000050 0.000187\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5378500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5383500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5388500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5393500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5398500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5403500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:52:00Z", "turn": 1068, "cycle": 5413500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5413500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=18%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.505200 0.506625 -0.001400 0.003100\nasymmetry 408.970800 407.963950 +0.878800 2.307500\nvel_mean 0.219903 0.221070 +0.000474 0.004126\nvel_max 0.287365 0.285316 +0.000537 0.007198\nvel_var 0.002471 0.002444 -0.000061 0.000335\nvorticity_mean 0.032728 0.027824 +0.000512 0.011091\nstress_xx -0.001124 -0.001119 +0.000047 0.000301\nstress_yy 0.001041 0.001122 -0.000086 0.000158\nstress_xy -0.000409 -0.000372 -0.000038 0.000161\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5383500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5388500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5393500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5398500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5403500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5408500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:53:08Z", "turn": 1069, "cycle": 5418500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5418500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 45.4W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.506300 0.506599 +0.000100 0.003200\nasymmetry 408.274000 408.075840 -0.181000 2.276700\nvel_mean 0.222372 0.221058 +0.002098 0.004212\nvel_max 0.286758 0.285327 -0.000675 0.006450\nvel_var 0.002358 0.002444 -0.000140 0.000342\nvorticity_mean 0.026847 0.027847 -0.005166 0.011110\nstress_xx -0.001135 -0.001120 +0.000017 0.000349\nstress_yy 0.001152 0.001099 +0.000060 0.000221\nstress_xy -0.000440 -0.000382 -0.000107 0.000143\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5388500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5393500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5398500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5403500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5408500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5413500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:54:15Z", "turn": 1070, "cycle": 5423500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5423500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 44.7W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.506700 0.506555 +0.000700 0.003100\nasymmetry 408.037400 408.209548 -0.469900 2.294800\nvel_mean 0.223026 0.221056 +0.000230 0.004211\nvel_max 0.283957 0.285417 -0.001676 0.007126\nvel_var 0.002300 0.002444 -0.000013 0.000351\nvorticity_mean 0.022446 0.027874 -0.002765 0.011149\nstress_xx -0.001094 -0.001131 +0.000027 0.000304\nstress_yy 0.001150 0.001100 -0.000019 0.000193\nstress_xy -0.000388 -0.000383 -0.000038 0.000202\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5393500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5398500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5403500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5408500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5413500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5418500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:55:30Z", "turn": 1071, "cycle": 5428500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5428500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 44.8W util=40%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507700 0.506559 +0.001000 0.003100\nasymmetry 407.425600 408.297288 -0.714000 2.241800\nvel_mean 0.220485 0.221054 -0.001536 0.004163\nvel_max 0.282294 0.285305 -0.001325 0.006612\nvel_var 0.002523 0.002444 +0.000119 0.000338\nvorticity_mean 0.026337 0.027878 +0.003403 0.011124\nstress_xx -0.001152 -0.001128 -0.000048 0.000311\nstress_yy 0.001131 0.001120 -0.000019 0.000214\nstress_xy -0.000409 -0.000376 +0.000002 0.000183\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5398500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5403500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5408500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5413500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5418500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5423500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:56:41Z", "turn": 1072, "cycle": 5433500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5433500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 45.7W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.465700 0.475298 -0.041700 0.077600\nasymmetry 466.077900 447.141818 +58.405600 75.743600\nvel_mean 0.219791 0.220861 -0.000389 0.008298\nvel_max 0.285634 0.382984 +0.001599 1.831711\nvel_var 0.002500 0.002492 -0.000034 0.000807\nvorticity_mean 0.031985 0.027542 +0.004455 0.011741\nstress_xx -0.001158 -0.001109 +0.000038 0.001665\nstress_yy 0.001063 0.001155 -0.000097 0.000810\nstress_xy -0.000415 -0.000373 -0.000030 0.000797\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5403500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5408500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5413500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5418500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5423500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5428500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:57:48Z", "turn": 1073, "cycle": 5438500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5438500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 45.5W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.505600 0.504366 +0.004200 0.005500\nasymmetry 404.120100 405.015218 -3.163500 4.198400\nvel_mean 0.220387 0.221093 +0.001244 0.004141\nvel_max 0.287189 0.285452 -0.000717 0.006927\nvel_var 0.002481 0.002445 -0.000108 0.000334\nvorticity_mean 0.031770 0.027825 -0.001229 0.011008\nstress_xx -0.001178 -0.001121 -0.000046 0.000294\nstress_yy 0.001073 0.001090 -0.000065 0.000190\nstress_xy -0.000428 -0.000380 -0.000099 0.000151\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5408500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5413500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5418500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5423500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5428500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5433500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T05:58:58Z", "turn": 1074, "cycle": 5443500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5443500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 41.9W util=24%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.506900 0.507317 +0.000200 0.003100\nasymmetry 403.120500 402.868960 -0.176300 2.301000\nvel_mean 0.222871 0.221071 +0.001831 0.004122\nvel_max 0.285065 0.285310 -0.002004 0.006289\nvel_var 0.002314 0.002447 -0.000097 0.000333\nvorticity_mean 0.024956 0.027849 -0.005552 0.011120\nstress_xx -0.001086 -0.001124 +0.000032 0.000308\nstress_yy 0.001138 0.001103 +0.000034 0.000216\nstress_xy -0.000372 -0.000377 +0.000040 0.000181\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5413500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5418500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5423500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5428500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5433500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5438500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:00:12Z", "turn": 1075, "cycle": 5448500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5448500 omega=1.97 khra=0.03 gixx=0.008\ngpu=46C 53.6W util=32%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.507800 0.507608 +0.001200 0.002900\nasymmetry 402.628000 402.750402 -0.836800 2.294300\nvel_mean 0.221848 0.221066 -0.001118 0.004163\nvel_max 0.283422 0.285257 -0.001162 0.007813\nvel_var 0.002413 0.002447 +0.000132 0.000344\nvorticity_mean 0.023008 0.027879 -0.000901 0.011135\nstress_xx -0.001051 -0.001123 +0.000063 0.000301\nstress_yy 0.001092 0.001118 -0.000058 0.000189\nstress_xy -0.000329 -0.000369 +0.000024 0.000174\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5418500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5423500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5428500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5433500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5438500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5443500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:01:18Z", "turn": 1076, "cycle": 5453500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5453500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 53.3W util=59%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.444700 0.434475 -0.009200 0.060800\nasymmetry 522.702000 528.948608 +44.027700 140.136700\nvel_mean 0.220965 0.220705 -0.000167 0.006328\nvel_max 0.284634 0.496571 +0.000866 2.193625\nvel_var 0.002492 0.002531 -0.000067 0.000718\nvorticity_mean 0.027146 0.027339 +0.004273 0.011609\nstress_xx -0.001113 -0.001186 -0.000176 0.001311\nstress_yy 0.001107 0.001151 -0.000112 0.000739\nstress_xy -0.000421 -0.000416 -0.000049 0.000552\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5423500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5428500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5433500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5438500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5443500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5448500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:02:26Z", "turn": 1077, "cycle": 5458500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5458500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 44.7W util=49%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492400 0.491908 +0.000500 0.003700\nasymmetry 471.692200 472.053624 -0.315400 3.209200\nvel_mean 0.219093 0.221086 -0.000802 0.004090\nvel_max 0.287677 0.285376 +0.002653 0.007923\nvel_var 0.002599 0.002447 +0.000061 0.000337\nvorticity_mean 0.033038 0.027851 +0.003446 0.011102\nstress_xx -0.001238 -0.001180 -0.000037 0.000244\nstress_yy 0.001062 0.001154 -0.000111 0.000209\nstress_xy -0.000392 -0.000401 -0.000031 0.000185\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5428500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5433500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5438500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5443500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5448500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5453500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:03:39Z", "turn": 1078, "cycle": 5463500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5463500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 48.7W util=52%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493100 0.493461 -0.000500 0.003100\nasymmetry 471.158700 470.830932 +0.428300 2.545500\nvel_mean 0.221112 0.221090 +0.001746 0.004142\nvel_max 0.286330 0.285355 -0.001215 0.006927\nvel_var 0.002402 0.002448 -0.000137 0.000341\nvorticity_mean 0.030249 0.027828 -0.003166 0.011122\nstress_xx -0.001169 -0.001183 +0.000058 0.000266\nstress_yy 0.001207 0.001176 +0.000087 0.000247\nstress_xy -0.000309 -0.000398 +0.000162 0.000209\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5433500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5438500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5443500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5448500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5453500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5458500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:04:47Z", "turn": 1079, "cycle": 5468500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5468500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 48.5W util=38%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493000 0.493811 +0.000600 0.003100\nasymmetry 471.330200 470.650537 -0.413700 2.559900\nvel_mean 0.222893 0.221079 +0.000815 0.004155\nvel_max 0.284174 0.285367 -0.001644 0.007697\nvel_var 0.002300 0.002448 -0.000011 0.000337\nvorticity_mean 0.023757 0.027859 -0.004949 0.011090\nstress_xx -0.001098 -0.001185 +0.000077 0.000312\nstress_yy 0.001142 0.001178 -0.000059 0.000220\nstress_xy -0.000401 -0.000389 -0.000029 0.000202\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5438500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5443500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5448500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5453500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5458500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5463500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:05:54Z", "turn": 1080, "cycle": 5473500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5473500 omega=1.97 khra=0.03 gixx=0.008\ngpu=46C 80.4W util=14%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494400 0.493929 +0.000800 0.003300\nasymmetry 470.248200 470.660600 -0.701000 2.592800\nvel_mean 0.221544 0.221076 -0.001056 0.004114\nvel_max 0.282568 0.285285 -0.001264 0.007329\nvel_var 0.002485 0.002448 +0.000090 0.000331\nvorticity_mean 0.023515 0.027882 +0.000729 0.011077\nstress_xx -0.001215 -0.001173 -0.000082 0.000259\nstress_yy 0.001161 0.001158 -0.000055 0.000224\nstress_xy -0.000429 -0.000391 -0.000013 0.000232\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5443500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5448500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5453500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5458500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5463500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5468500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:07:00Z", "turn": 1081, "cycle": 5478500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5478500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=21%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494500 0.493948 -0.000500 0.003100\nasymmetry 470.175800 470.756953 +0.350000 2.465500\nvel_mean 0.219786 0.221088 -0.001888 0.004173\nvel_max 0.287866 0.285318 +0.005243 0.005998\nvel_var 0.002543 0.002447 +0.000115 0.000334\nvorticity_mean 0.029765 0.027862 +0.005029 0.011173\nstress_xx -0.001165 -0.001178 +0.000014 0.000277\nstress_yy 0.001130 0.001160 -0.000007 0.000242\nstress_xy -0.000393 -0.000403 +0.000024 0.000196\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5448500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5453500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5458500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5463500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5468500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5473500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:08:10Z", "turn": 1082, "cycle": 5483500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5483500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.0W util=22%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494100 0.493914 -0.000500 0.003000\nasymmetry 470.779400 470.893031 +0.588500 2.539500\nvel_mean 0.219386 0.221097 -0.000151 0.004186\nvel_max 0.286949 0.285262 +0.001525 0.007737\nvel_var 0.002537 0.002447 -0.000036 0.000340\nvorticity_mean 0.033414 0.027824 +0.002078 0.011100\nstress_xx -0.001169 -0.001189 +0.000045 0.000321\nstress_yy 0.001217 0.001176 +0.000191 0.000238\nstress_xy -0.000341 -0.000394 +0.000025 0.000226\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5453500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5458500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5463500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5468500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5473500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5478500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:09:17Z", "turn": 1083, "cycle": 5488500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5488500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 44.3W util=35%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492300 0.493890 -0.000600 0.003000\nasymmetry 472.341100 471.028245 +0.381300 2.478800\nvel_mean 0.222190 0.221087 +0.002150 0.004128\nvel_max 0.285490 0.285280 -0.000237 0.006864\nvel_var 0.002295 0.002447 -0.000168 0.000336\nvorticity_mean 0.028397 0.027835 -0.004335 0.011032\nstress_xx -0.001179 -0.001185 +0.000034 0.000297\nstress_yy 0.001131 0.001175 -0.000047 0.000178\nstress_xy -0.000393 -0.000387 -0.000084 0.000222\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5458500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5463500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5468500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5473500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5478500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5483500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:10:27Z", "turn": 1084, "cycle": 5493500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5493500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 44.5W util=33%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493700 0.493875 +0.000600 0.003100\nasymmetry 471.283700 471.147355 -0.656300 2.463800\nvel_mean 0.222591 0.221078 +0.000308 0.004159\nvel_max 0.282777 0.285241 -0.003331 0.007396\nvel_var 0.002394 0.002448 +0.000044 0.000338\nvorticity_mean 0.022701 0.027873 -0.004000 0.011119\nstress_xx -0.001176 -0.001175 +0.000008 0.000332\nstress_yy 0.001194 0.001158 +0.000078 0.000220\nstress_xy -0.000414 -0.000396 -0.000015 0.000186\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5463500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5468500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5473500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5478500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5483500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5488500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:11:40Z", "turn": 1085, "cycle": 5498500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5498500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 44.8W util=37%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494900 0.493831 +0.000700 0.003100\nasymmetry 470.423200 471.291600 -0.501700 2.617400\nvel_mean 0.221560 0.221086 -0.001284 0.004121\nvel_max 0.284857 0.285304 +0.000774 0.006666\nvel_var 0.002432 0.002447 +0.000066 0.000348\nvorticity_mean 0.024908 0.027873 +0.002514 0.011118\nstress_xx -0.001168 -0.001185 +0.000042 0.000314\nstress_yy 0.001187 0.001162 +0.000020 0.000224\nstress_xy -0.000386 -0.000401 -0.000005 0.000243\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5468500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5473500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5478500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5483500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5488500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5493500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:12:53Z", "turn": 1086, "cycle": 5503500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5503500 omega=1.97 khra=0.03 gixx=0.008\ngpu=45C 42.7W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494600 0.493833 -0.000600 0.003000\nasymmetry 470.668500 471.403199 +0.390400 2.533400\nvel_mean 0.219474 0.221092 -0.001166 0.004150\nvel_max 0.285436 0.285266 +0.000594 0.006181\nvel_var 0.002571 0.002447 +0.000058 0.000340\nvorticity_mean 0.031654 0.027844 +0.005283 0.011085\nstress_xx -0.001216 -0.001192 -0.000024 0.000313\nstress_yy 0.001236 0.001183 +0.000077 0.000222\nstress_xy -0.000392 -0.000392 +0.000006 0.000207\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5473500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5478500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5483500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5488500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5493500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5498500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:14:00Z", "turn": 1087, "cycle": 5508500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5508500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.7W util=23%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492700 0.493802 -0.001100 0.003100\nasymmetry 472.559600 471.533463 +1.177700 2.519500\nvel_mean 0.220101 0.221096 +0.000865 0.004173\nvel_max 0.286736 0.285279 +0.001487 0.006370\nvel_var 0.002463 0.002446 -0.000088 0.000340\nvorticity_mean 0.032577 0.027822 +0.000125 0.011112\nstress_xx -0.001172 -0.001178 +0.000026 0.000368\nstress_yy 0.001093 0.001176 -0.000149 0.000194\nstress_xy -0.000446 -0.000388 -0.000064 0.000201\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5478500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5483500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5488500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5493500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5498500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5503500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:15:10Z", "turn": 1088, "cycle": 5513500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5513500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493000 0.493800 +0.000300 0.003000\nasymmetry 472.508600 471.643804 -0.090900 2.532800\nvel_mean 0.222320 0.221084 +0.001752 0.004155\nvel_max 0.286848 0.285414 -0.002125 0.006796\nvel_var 0.002354 0.002447 -0.000084 0.000341\nvorticity_mean 0.026351 0.027845 -0.005279 0.011053\nstress_xx -0.001166 -0.001179 +0.000031 0.000315\nstress_yy 0.001223 0.001156 +0.000109 0.000218\nstress_xy -0.000395 -0.000407 -0.000057 0.000194\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5483500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5488500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5493500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5498500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5503500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5508500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:16:17Z", "turn": 1089, "cycle": 5518500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5518500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494200 0.493761 +0.000500 0.003100\nasymmetry 471.510700 471.786411 -0.318500 2.465300\nvel_mean 0.222828 0.221079 +0.000056 0.004162\nvel_max 0.283999 0.285367 -0.001484 0.007173\nvel_var 0.002359 0.002448 -0.000007 0.000338\nvorticity_mean 0.022364 0.027875 -0.002381 0.011100\nstress_xx -0.001109 -0.001191 +0.000091 0.000265\nstress_yy 0.001220 0.001166 +0.000000 0.000237\nstress_xy -0.000449 -0.000399 -0.000067 0.000204\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5488500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5493500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5498500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5503500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5508500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5513500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:17:27Z", "turn": 1090, "cycle": 5523500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5523500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.0W util=25%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.495000 0.493719 +0.000900 0.003100\nasymmetry 470.764600 471.930759 -0.798800 2.592900\nvel_mean 0.220474 0.221086 -0.001951 0.004170\nvel_max 0.285299 0.285314 +0.001692 0.007496\nvel_var 0.002522 0.002447 +0.000175 0.000341\nvorticity_mean 0.026666 0.027868 +0.003751 0.011104\nstress_xx -0.001190 -0.001184 -0.000047 0.000307\nstress_yy 0.001149 0.001180 -0.000073 0.000217\nstress_xy -0.000394 -0.000384 +0.000021 0.000181\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5493500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5498500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5503500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5508500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5513500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5518500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:18:34Z", "turn": 1091, "cycle": 5528500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5528500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.8W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493700 0.493676 -0.001000 0.003100\nasymmetry 472.074700 472.078411 +0.943700 2.553300\nvel_mean 0.219231 0.221100 -0.000728 0.004147\nvel_max 0.285896 0.285270 -0.000317 0.006670\nvel_var 0.002537 0.002446 -0.000022 0.000345\nvorticity_mean 0.032570 0.027832 +0.004411 0.011046\nstress_xx -0.001118 -0.001179 +0.000159 0.000237\nstress_yy 0.001009 0.001168 -0.000193 0.000271\nstress_xy -0.000388 -0.000396 +0.000050 0.000174\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5498500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5503500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5508500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5513500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5518500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5523500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:19:44Z", "turn": 1092, "cycle": 5533500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5533500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=24%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492600 0.493667 -0.000400 0.003000\nasymmetry 473.152600 472.194135 +0.462200 2.535800\nvel_mean 0.220686 0.221095 +0.001307 0.004145\nvel_max 0.288497 0.285271 +0.001975 0.006695\nvel_var 0.002427 0.002447 -0.000101 0.000336\nvorticity_mean 0.031417 0.027820 -0.001647 0.011048\nstress_xx -0.001258 -0.001188 -0.000019 0.000257\nstress_yy 0.001163 0.001153 +0.000098 0.000214\nstress_xy -0.000420 -0.000407 +0.000003 0.000196\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5503500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5508500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5513500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5518500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5523500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5528500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:20:51Z", "turn": 1093, "cycle": 5538500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5538500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.9W util=22%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493500 0.493636 +0.000000 0.003100\nasymmetry 472.393600 472.322593 -0.071200 2.529100\nvel_mean 0.222787 0.221080 +0.001448 0.004172\nvel_max 0.284182 0.285387 -0.002270 0.006220\nvel_var 0.002369 0.002448 -0.000043 0.000343\nvorticity_mean 0.024448 0.027853 -0.005640 0.011155\nstress_xx -0.001112 -0.001191 +0.000068 0.000345\nstress_yy 0.001179 0.001174 -0.000040 0.000231\nstress_xy -0.000395 -0.000393 +0.000076 0.000211\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5508500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5513500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5518500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5523500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5528500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5533500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:22:04Z", "turn": 1094, "cycle": 5543500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5543500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=21%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494100 0.493670 +0.001000 0.003000\nasymmetry 472.041000 472.410556 -0.735600 2.558100\nvel_mean 0.222261 0.221072 -0.000957 0.004162\nvel_max 0.282763 0.285256 -0.002204 0.006408\nvel_var 0.002362 0.002448 +0.000091 0.000340\nvorticity_mean 0.023082 0.027886 -0.000363 0.011074\nstress_xx -0.001174 -0.001181 +0.000004 0.000297\nstress_yy 0.001141 0.001183 -0.000102 0.000195\nstress_xy -0.000364 -0.000389 +0.000014 0.000170\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5513500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5518500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5523500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5528500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5533500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5538500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:23:09Z", "turn": 1095, "cycle": 5548500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5548500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=24%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494600 0.493523 +0.000400 0.003200\nasymmetry 471.803800 472.642895 -0.262900 2.537600\nvel_mean 0.219895 0.221091 -0.001410 0.004149\nvel_max 0.283538 0.285221 -0.000190 0.006625\nvel_var 0.002567 0.002447 +0.000100 0.000331\nvorticity_mean 0.028474 0.027857 +0.004473 0.011053\nstress_xx -0.001042 -0.001179 +0.000174 0.000286\nstress_yy 0.001081 0.001166 -0.000110 0.000219\nstress_xy -0.000346 -0.000401 +0.000018 0.000190\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5518500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5523500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5528500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5533500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5538500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5543500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:24:17Z", "turn": 1096, "cycle": 5553500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5553500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=21%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492900 0.493554 -0.001200 0.003100\nasymmetry 473.228900 472.719192 +1.053100 2.605200\nvel_mean 0.219368 0.221095 -0.000542 0.004155\nvel_max 0.287966 0.285388 +0.001780 0.006212\nvel_var 0.002538 0.002446 +0.000014 0.000342\nvorticity_mean 0.033119 0.027830 +0.003145 0.011138\nstress_xx -0.001267 -0.001188 -0.000157 0.000369\nstress_yy 0.001159 0.001158 +0.000007 0.000211\nstress_xy -0.000362 -0.000401 +0.000018 0.000187\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5523500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5528500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5533500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5538500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5543500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5548500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:25:27Z", "turn": 1097, "cycle": 5558500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5558500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=19%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493500 0.493524 +0.000200 0.003000\nasymmetry 473.019400 472.857879 +0.042400 2.501800\nvel_mean 0.221421 0.221094 +0.001905 0.004147\nvel_max 0.286099 0.285332 -0.000653 0.006935\nvel_var 0.002401 0.002447 -0.000167 0.000339\nvorticity_mean 0.029798 0.027828 -0.003359 0.011122\nstress_xx -0.001227 -0.001188 +0.000048 0.000302\nstress_yy 0.001176 0.001180 +0.000046 0.000252\nstress_xy -0.000305 -0.000390 +0.000167 0.000251\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5528500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5533500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5538500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5543500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5548500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:26:33Z", "turn": 1098, "cycle": 5563500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5563500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=25%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493100 0.493496 +0.000400 0.003000\nasymmetry 473.334700 472.992351 -0.397900 2.533500\nvel_mean 0.223210 0.221080 +0.001180 0.004138\nvel_max 0.284646 0.285252 -0.000796 0.007159\nvel_var 0.002276 0.002448 -0.000074 0.000327\nvorticity_mean 0.023307 0.027860 -0.004888 0.011081\nstress_xx -0.001133 -0.001181 +0.000023 0.000342\nstress_yy 0.001157 0.001179 -0.000034 0.000167\nstress_xy -0.000352 -0.000390 +0.000022 0.000228\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5533500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5538500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5543500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5548500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5558500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:27:43Z", "turn": 1099, "cycle": 5568500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5568500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=20%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494100 0.493482 +0.001000 0.003100\nasymmetry 472.613400 473.107170 -0.861500 2.593200\nvel_mean 0.221298 0.221076 -0.001148 0.004152\nvel_max 0.283224 0.285381 -0.000051 0.007091\nvel_var 0.002481 0.002448 +0.000103 0.000347\nvorticity_mean 0.024149 0.027885 +0.001345 0.011113\nstress_xx -0.001192 -0.001188 -0.000063 0.000367\nstress_yy 0.001177 0.001156 +0.000026 0.000221\nstress_xy -0.000460 -0.000398 -0.000078 0.000182\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5538500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5543500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5548500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5558500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5563500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:28:50Z", "turn": 1100, "cycle": 5573500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5573500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.3W util=25%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494000 0.493451 -0.000400 0.003100\nasymmetry 472.764800 473.242231 +0.395800 2.637800\nvel_mean 0.219872 0.221091 -0.001194 0.004140\nvel_max 0.284861 0.285377 +0.001462 0.006661\nvel_var 0.002512 0.002447 +0.000004 0.000351\nvorticity_mean 0.030289 0.027853 +0.005327 0.011054\nstress_xx -0.001266 -0.001187 -0.000107 0.000294\nstress_yy 0.001169 0.001164 +0.000010 0.000206\nstress_xy -0.000410 -0.000401 -0.000015 0.000226\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5543500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5548500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5558500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5563500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5568500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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{"ts": "2026-06-07T06:30:00Z", "turn": 1101, "cycle": 5578500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5578500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.4W util=20%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.493400 0.493395 -0.000500 0.003100\nasymmetry 473.407800 473.403142 +0.405400 2.558200\nvel_mean 0.219601 0.221100 +0.000310 0.004123\nvel_max 0.286175 0.285294 -0.001267 0.007041\nvel_var 0.002561 0.002447 -0.000034 0.000333\nvorticity_mean 0.033158 0.027820 +0.001635 0.011081\nstress_xx -0.001224 -0.001188 +0.000004 0.000325\nstress_yy 0.001216 0.001186 +0.000125 0.000215\nstress_xy -0.000347 -0.000390 -0.000011 0.000217\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5548500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5558500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5563500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5568500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5573500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
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||||||
|
{"ts": "2026-06-07T06:31:07Z", "turn": 1102, "cycle": 5583500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5583500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.3W util=20%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492600 0.493430 -0.000400 0.003100\nasymmetry 474.227200 473.481275 +0.400700 2.574700\nvel_mean 0.222165 0.221081 +0.002286 0.004149\nvel_max 0.284865 0.285281 -0.002371 0.007378\nvel_var 0.002327 0.002448 -0.000143 0.000344\nvorticity_mean 0.027856 0.027843 -0.004788 0.011170\nstress_xx -0.001228 -0.001184 -0.000042 0.000355\nstress_yy 0.001169 0.001171 +0.000006 0.000206\nstress_xy -0.000402 -0.000390 -0.000111 0.000219\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5558500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5563500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5568500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5573500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5578500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
|
||||||
|
{"ts": "2026-06-07T06:32:17Z", "turn": 1103, "cycle": 5588500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5588500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=20%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.492900 0.493365 +0.001000 0.003000\nasymmetry 474.069200 473.644025 -0.712200 2.497500\nvel_mean 0.222432 0.221079 -0.000181 0.004095\nvel_max 0.282267 0.285295 -0.004318 0.007243\nvel_var 0.002379 0.002448 +0.000092 0.000343\nvorticity_mean 0.022717 0.027872 -0.003628 0.011002\nstress_xx -0.001199 -0.001182 -0.000052 0.000259\nstress_yy 0.001230 0.001158 +0.000086 0.000221\nstress_xy -0.000391 -0.000399 -0.000011 0.000183\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5558500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5563500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5568500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5573500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5578500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
|
||||||
|
{"ts": "2026-06-07T06:33:24Z", "turn": 1104, "cycle": 5593500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=5593500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.0W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.494200 0.493343 +0.000600 0.003000\nasymmetry 472.985200 473.774146 -0.529000 2.429100\nvel_mean 0.221036 0.221084 -0.001461 0.004142\nvel_max 0.284138 0.285312 +0.000701 0.006160\nvel_var 0.002509 0.002448 +0.000087 0.000334\nvorticity_mean 0.025246 0.027876 +0.002842 0.011117\nstress_xx -0.001131 -0.001191 +0.000048 0.000291\nstress_yy 0.001172 0.001172 -0.000003 0.000257\nstress_xy -0.000456 -0.000399 -0.000010 0.000185\n\nPAST OBSERVATIONS (most recent last):\n[cycle 5563500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5568500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5573500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5578500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 5588500] Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500."}
|
||||||
|
|||||||
+34
-18
@@ -84,15 +84,25 @@ DEFAULT_DAYS_GLOB = "20260415*"
|
|||||||
# (the whole point of this injector)
|
# (the whole point of this injector)
|
||||||
MAP_SCALE = {
|
MAP_SCALE = {
|
||||||
# funding_rate from HL is per-hour. Annualised bps = rate * 8760 * 10000.
|
# funding_rate from HL is per-hour. Annualised bps = rate * 8760 * 10000.
|
||||||
# 100bps annualised → 1.0 dipole strength leg.
|
# Calibrated 2026-06-07 on 720 hourly rows from April BTC HL fundingHistory.
|
||||||
# Cap at ±2.0 leg strength (i.e. ±200bps annualised funding).
|
# Real distribution: median |val|=620bps, q90=1265bps, q99=2320bps, max=3835bps.
|
||||||
"funding_bps_per_strength": 100.0,
|
# 3000bps annualised → 1.0 dipole-leg strength.
|
||||||
"funding_strength_cap": 2.0,
|
# Second rebalance 2026-06-07: previous scale (1000bps/strength, cap 2.5)
|
||||||
|
# left funding firing as a near-constant DC offset at strength ~1.3 every
|
||||||
|
# minute, dominating the stress tensor. Tripling the scale shrinks each
|
||||||
|
# dipole leg to ~0.4 and lets minute-to-minute variance show through.
|
||||||
|
"funding_bps_per_strength": 3000.0,
|
||||||
|
"funding_strength_cap": 2.5,
|
||||||
|
|
||||||
# bs_ratio_signed ranges natively ±0.5 (since ratio is 0..1, minus 0.5).
|
# bs_ratio_signed ranges natively ±0.5 (since ratio is 0..1, minus 0.5).
|
||||||
# Scale ×2 so full ±0.5 → ±1.0 strength.
|
# Scale ×2 so full ±0.5 → ±1.0 strength.
|
||||||
|
# Cap ±3.0 (rebalance 2026-06-07): single-blob encoding was mute (ρ<0.15)
|
||||||
|
# because a single density blob doesn't couple to global telemetry channels.
|
||||||
|
# Second rebalance 2026-06-07: bs_ratio is now a Y-AXIS DIPOLE (mechanically
|
||||||
|
# equivalent to funding's x-axis dipole, rotated 90°). Couples cleanly to
|
||||||
|
# stress_yy and vel_mean on equal footing with funding.
|
||||||
"bs_ratio_per_strength": 0.5,
|
"bs_ratio_per_strength": 0.5,
|
||||||
"bs_ratio_strength_cap": 1.0,
|
"bs_ratio_strength_cap": 3.0,
|
||||||
|
|
||||||
# activity_excess = (trade_count / rolling_500min_mean) - 1.
|
# activity_excess = (trade_count / rolling_500min_mean) - 1.
|
||||||
# Centred at 0. -1 = zero activity. +2 = 3× baseline. +5 = 6× baseline.
|
# Centred at 0. -1 = zero activity. +2 = 3× baseline. +5 = 6× baseline.
|
||||||
@@ -115,9 +125,9 @@ EPS_BPS = 0.5 # epsilon to prevent /0 in cvd_div denominator
|
|||||||
|
|
||||||
# Lattice spatial geometry (lattice is 1024×1024, center 512,512)
|
# Lattice spatial geometry (lattice is 1024×1024, center 512,512)
|
||||||
CENTER = (512.0, 512.0)
|
CENTER = (512.0, 512.0)
|
||||||
DIPOLE_OFF = 64.0 # dipole leg offset from center
|
DIPOLE_OFF = 64.0 # dipole leg offset from center (funding x, bs_ratio y)
|
||||||
OFFSET_OFF = 64.0 # velocity-bias single-blob offset from center
|
RING_R = 192.0 # vorticity ring radius (was 96; doubled 2026-06-07 to
|
||||||
RING_R = 96.0 # vorticity ring radius
|
# register in the global vorticity_mean metric)
|
||||||
SIGMA = 32.0 # gaussian sigma of each injection blob
|
SIGMA = 32.0 # gaussian sigma of each injection blob
|
||||||
|
|
||||||
# Vorticity ring: N legs around the ring, alternating signs to create curl.
|
# Vorticity ring: N legs around the ring, alternating signs to create curl.
|
||||||
@@ -319,8 +329,11 @@ def encode_funding_dipole(pub: zmq.Socket, funding_bps: float) -> None:
|
|||||||
|
|
||||||
|
|
||||||
def encode_bsratio_velocity(pub: zmq.Socket, bs_ratio_signed: float) -> None:
|
def encode_bsratio_velocity(pub: zmq.Socket, bs_ratio_signed: float) -> None:
|
||||||
"""bs_ratio_signed → y-axis offset blob. Positive = more buying = +y push.
|
"""bs_ratio_signed → Y-AXIS dipole (mechanically equivalent to funding's
|
||||||
Y-axis chosen to keep funding (x-dipole) and bs_ratio orthogonal."""
|
x-axis dipole, rotated 90°). Positive = buy pressure pushes +y leg positive,
|
||||||
|
-y leg negative. Couples to global stress_yy / vel_mean.
|
||||||
|
Second rebalance 2026-06-07: was a single offset blob that didn't couple
|
||||||
|
to any global telemetry channel."""
|
||||||
if not np.isfinite(bs_ratio_signed):
|
if not np.isfinite(bs_ratio_signed):
|
||||||
return
|
return
|
||||||
strength = bs_ratio_signed / MAP_SCALE["bs_ratio_per_strength"]
|
strength = bs_ratio_signed / MAP_SCALE["bs_ratio_per_strength"]
|
||||||
@@ -329,8 +342,8 @@ def encode_bsratio_velocity(pub: zmq.Socket, bs_ratio_signed: float) -> None:
|
|||||||
if abs(strength) < 1e-6:
|
if abs(strength) < 1e-6:
|
||||||
return
|
return
|
||||||
cx, cy = CENTER
|
cx, cy = CENTER
|
||||||
sign = +1.0 if strength > 0 else -1.0
|
_send_inject(pub, cx, cy - DIPOLE_OFF, -strength)
|
||||||
_send_inject(pub, cx, cy + OFFSET_OFF * sign, abs(strength))
|
_send_inject(pub, cx, cy + DIPOLE_OFF, +strength)
|
||||||
|
|
||||||
|
|
||||||
def encode_activity_isotropic(pub: zmq.Socket, activity_excess: float) -> None:
|
def encode_activity_isotropic(pub: zmq.Socket, activity_excess: float) -> None:
|
||||||
@@ -458,6 +471,8 @@ def main():
|
|||||||
help="comma-separated arm names to run (default A,T)")
|
help="comma-separated arm names to run (default A,T)")
|
||||||
ap.add_argument("--skip-funding", action="store_true",
|
ap.add_argument("--skip-funding", action="store_true",
|
||||||
help="don't fetch funding history (uses NaN; useful for dry run)")
|
help="don't fetch funding history (uses NaN; useful for dry run)")
|
||||||
|
ap.add_argument("--cooldown-s", type=int, default=COOLDOWN_BETWEEN_ARMS_S,
|
||||||
|
help="seconds to wait between arms (only applies after arm T)")
|
||||||
args = ap.parse_args()
|
args = ap.parse_args()
|
||||||
|
|
||||||
log(f"=== market_tension_injector run_id={RUN_ID} ===")
|
log(f"=== market_tension_injector run_id={RUN_ID} ===")
|
||||||
@@ -505,7 +520,7 @@ def main():
|
|||||||
"map_scale": MAP_SCALE,
|
"map_scale": MAP_SCALE,
|
||||||
"spatial": {
|
"spatial": {
|
||||||
"center": list(CENTER), "dipole_off": DIPOLE_OFF,
|
"center": list(CENTER), "dipole_off": DIPOLE_OFF,
|
||||||
"offset_off": OFFSET_OFF, "ring_r": RING_R,
|
"ring_r": RING_R,
|
||||||
"sigma": SIGMA, "vorticity_n_legs": VORTICITY_N_LEGS,
|
"sigma": SIGMA, "vorticity_n_legs": VORTICITY_N_LEGS,
|
||||||
},
|
},
|
||||||
"timing": {
|
"timing": {
|
||||||
@@ -534,15 +549,16 @@ def main():
|
|||||||
f"{(time.time()-tel.latest_wall)*1000 if tel.latest_wall else -1:.0f}")
|
f"{(time.time()-tel.latest_wall)*1000 if tel.latest_wall else -1:.0f}")
|
||||||
|
|
||||||
try:
|
try:
|
||||||
arms_to_run = args.arms.split(",")
|
arms_to_run = [a.strip().upper() for a in args.arms.split(",")]
|
||||||
for ai, arm in enumerate(arms_to_run):
|
for ai, arm in enumerate(arms_to_run):
|
||||||
arm = arm.strip().upper()
|
|
||||||
if arm not in ("A", "T"):
|
if arm not in ("A", "T"):
|
||||||
log(f"skipping unknown arm: {arm}")
|
log(f"skipping unknown arm: {arm}")
|
||||||
continue
|
continue
|
||||||
if ai > 0:
|
# Only cooldown AFTER arm T (the perturbing arm).
|
||||||
log(f"--- cooldown {COOLDOWN_BETWEEN_ARMS_S}s ---")
|
# Arm A is passive, no field settling needed before/after it.
|
||||||
time.sleep(COOLDOWN_BETWEEN_ARMS_S)
|
if ai > 0 and arms_to_run[ai - 1] == "T":
|
||||||
|
log(f"--- cooldown {args.cooldown_s}s (let field settle after arm T) ---")
|
||||||
|
time.sleep(args.cooldown_s)
|
||||||
arm_df = run_arm(tel, pub if arm == "T" else None, arm, df)
|
arm_df = run_arm(tel, pub if arm == "T" else None, arm, df)
|
||||||
outf = OUT_DIR / f"arm_{arm}_{'tension' if arm=='T' else 'no_inject'}.parquet"
|
outf = OUT_DIR / f"arm_{arm}_{'tension' if arm=='T' else 'no_inject'}.parquet"
|
||||||
arm_df.to_parquet(outf)
|
arm_df.to_parquet(outf)
|
||||||
|
|||||||
Binary file not shown.
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,45 @@
|
|||||||
|
{
|
||||||
|
"run_id": "20260607T123527",
|
||||||
|
"coin": "BTC",
|
||||||
|
"data_root": "/mnt/d/PaperTrader/research/hl_data/minutes",
|
||||||
|
"days_glob": "20260415*",
|
||||||
|
"n_minutes": 300,
|
||||||
|
"minute_range": [
|
||||||
|
29603520,
|
||||||
|
29603819
|
||||||
|
],
|
||||||
|
"map_scale": {
|
||||||
|
"funding_bps_per_strength": 1000.0,
|
||||||
|
"funding_strength_cap": 5.0,
|
||||||
|
"bs_ratio_per_strength": 0.5,
|
||||||
|
"bs_ratio_strength_cap": 1.0,
|
||||||
|
"activity_per_strength": 3.0,
|
||||||
|
"activity_strength_cap": 5.0,
|
||||||
|
"cvd_div_tanh_scale": 2000000.0
|
||||||
|
},
|
||||||
|
"spatial": {
|
||||||
|
"center": [
|
||||||
|
512.0,
|
||||||
|
512.0
|
||||||
|
],
|
||||||
|
"dipole_off": 64.0,
|
||||||
|
"offset_off": 64.0,
|
||||||
|
"ring_r": 96.0,
|
||||||
|
"sigma": 32.0,
|
||||||
|
"vorticity_n_legs": 6
|
||||||
|
},
|
||||||
|
"timing": {
|
||||||
|
"per_minute_ms": 100,
|
||||||
|
"wait_after_inject_ms": 80,
|
||||||
|
"cooldown_between_arms_s": 1200
|
||||||
|
},
|
||||||
|
"rolling_windows": {
|
||||||
|
"activity_baseline_min": 500,
|
||||||
|
"cvd_window_min": 60,
|
||||||
|
"eps_bps": 0.5
|
||||||
|
},
|
||||||
|
"arms": [
|
||||||
|
"A",
|
||||||
|
"T"
|
||||||
|
]
|
||||||
|
}
|
||||||
@@ -0,0 +1,29 @@
|
|||||||
|
[2026-06-07T12:35:27] === market_tension_injector run_id=20260607T123527 ===
|
||||||
|
[2026-06-07T12:35:27] out_dir=/mnt/d/Resonance_Engine/traj/tension_20260607T123527
|
||||||
|
[2026-06-07T12:35:27] args: days_glob=20260415* max_minutes=300 arms=A,T
|
||||||
|
[2026-06-07T12:35:27] loading 1 day dirs (20260415 .. 20260415)
|
||||||
|
[2026-06-07T12:35:27] loaded 1440 unique minutes of BTC
|
||||||
|
[2026-06-07T12:35:27] capped to first 300 minutes
|
||||||
|
[2026-06-07T12:35:27] fetching HL fundingHistory for BTC 1776204000000 -> 1776236340000
|
||||||
|
[2026-06-07T12:35:28] funding rows: 9 mean=-1505.17bps std=+801.83bps range=-3397.26..-450.13
|
||||||
|
[2026-06-07T12:35:28] tensions computed:
|
||||||
|
[2026-06-07T12:35:28] funding_bps n_finite= 300/300 mean=-1332.7709 std=+72.3099 min=-1416.6059 max=-1235.6768
|
||||||
|
[2026-06-07T12:35:28] bs_ratio_signed n_finite= 300/300 mean=+0.0106 std=+0.3216 min=-0.4947 max=+0.5000
|
||||||
|
[2026-06-07T12:35:28] activity_excess n_finite= 250/300 mean=-0.2873 std=+0.4724 min=-0.9948 max=+2.3591
|
||||||
|
[2026-06-07T12:35:28] cvd_divergence n_finite= 239/300 mean=+1068345.4349 std=+3365199.4080 min=-2390998.5587 max=+42621427.2366
|
||||||
|
[2026-06-07T12:35:28] ZMQ connected: SUB tcp://127.0.0.1:5556, PUB tcp://127.0.0.1:5557
|
||||||
|
[2026-06-07T12:35:28] warming up SUB socket (3s) ...
|
||||||
|
[2026-06-07T12:35:31] initial tel_seen=18 latest_age_ms=112
|
||||||
|
[2026-06-07T12:35:31]
|
||||||
|
=== arm A: starting (300 minutes) ===
|
||||||
|
[2026-06-07T12:35:31] arm A: NO INJECTIONS — sampling state at cadence only
|
||||||
|
[2026-06-07T12:36:03] arm A COMPLETE records=300 total=0.5min
|
||||||
|
[2026-06-07T12:36:03] saved arm_A_no_inject.parquet (300 rows)
|
||||||
|
[2026-06-07T12:36:03]
|
||||||
|
=== arm T: starting (300 minutes) ===
|
||||||
|
[2026-06-07T12:36:03] arm T: 4 NATIVE TENSION INJECTIONS per minute
|
||||||
|
[2026-06-07T12:36:37] arm T COMPLETE records=300 total=0.6min
|
||||||
|
[2026-06-07T12:36:37] saved arm_T_tension.parquet (300 rows)
|
||||||
|
[2026-06-07T12:36:37]
|
||||||
|
=== ALL ARMS COMPLETE ===
|
||||||
|
[2026-06-07T12:36:37] output: /mnt/d/Resonance_Engine/traj/tension_20260607T123527
|
||||||
Binary file not shown.
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,48 @@
|
|||||||
|
{
|
||||||
|
"run_id": "20260607T125537",
|
||||||
|
"coin": "BTC",
|
||||||
|
"data_root": "/mnt/d/PaperTrader/research/hl_data/minutes",
|
||||||
|
"days_glob": "20260415*",
|
||||||
|
"n_minutes": 300,
|
||||||
|
"minute_range": [
|
||||||
|
29603520,
|
||||||
|
29603819
|
||||||
|
],
|
||||||
|
"map_scale": {
|
||||||
|
"funding_bps_per_strength": 1000.0,
|
||||||
|
"funding_strength_cap": 2.5,
|
||||||
|
"bs_ratio_per_strength": 0.5,
|
||||||
|
"bs_ratio_strength_cap": 3.0,
|
||||||
|
"activity_per_strength": 3.0,
|
||||||
|
"activity_strength_cap": 5.0,
|
||||||
|
"cvd_div_tanh_scale": 2000000.0
|
||||||
|
},
|
||||||
|
"spatial": {
|
||||||
|
"center": [
|
||||||
|
512.0,
|
||||||
|
512.0
|
||||||
|
],
|
||||||
|
"dipole_off": 64.0,
|
||||||
|
"bs_ratio_xy": [
|
||||||
|
512.0,
|
||||||
|
200.0
|
||||||
|
],
|
||||||
|
"ring_r": 192.0,
|
||||||
|
"sigma": 32.0,
|
||||||
|
"vorticity_n_legs": 6
|
||||||
|
},
|
||||||
|
"timing": {
|
||||||
|
"per_minute_ms": 100,
|
||||||
|
"wait_after_inject_ms": 80,
|
||||||
|
"cooldown_between_arms_s": 1200
|
||||||
|
},
|
||||||
|
"rolling_windows": {
|
||||||
|
"activity_baseline_min": 500,
|
||||||
|
"cvd_window_min": 60,
|
||||||
|
"eps_bps": 0.5
|
||||||
|
},
|
||||||
|
"arms": [
|
||||||
|
"A",
|
||||||
|
"T"
|
||||||
|
]
|
||||||
|
}
|
||||||
@@ -0,0 +1,29 @@
|
|||||||
|
[2026-06-07T12:55:37] === market_tension_injector run_id=20260607T125537 ===
|
||||||
|
[2026-06-07T12:55:37] out_dir=/mnt/d/Resonance_Engine/traj/tension_20260607T125537
|
||||||
|
[2026-06-07T12:55:37] args: days_glob=20260415* max_minutes=300 arms=A,T
|
||||||
|
[2026-06-07T12:55:37] loading 1 day dirs (20260415 .. 20260415)
|
||||||
|
[2026-06-07T12:55:38] loaded 1440 unique minutes of BTC
|
||||||
|
[2026-06-07T12:55:38] capped to first 300 minutes
|
||||||
|
[2026-06-07T12:55:38] fetching HL fundingHistory for BTC 1776204000000 -> 1776236340000
|
||||||
|
[2026-06-07T12:55:39] funding rows: 9 mean=-1505.17bps std=+801.83bps range=-3397.26..-450.13
|
||||||
|
[2026-06-07T12:55:39] tensions computed:
|
||||||
|
[2026-06-07T12:55:39] funding_bps n_finite= 300/300 mean=-1332.7709 std=+72.3099 min=-1416.6059 max=-1235.6768
|
||||||
|
[2026-06-07T12:55:39] bs_ratio_signed n_finite= 300/300 mean=+0.0106 std=+0.3216 min=-0.4947 max=+0.5000
|
||||||
|
[2026-06-07T12:55:39] activity_excess n_finite= 250/300 mean=-0.2873 std=+0.4724 min=-0.9948 max=+2.3591
|
||||||
|
[2026-06-07T12:55:39] cvd_divergence n_finite= 239/300 mean=+1068345.4349 std=+3365199.4080 min=-2390998.5587 max=+42621427.2366
|
||||||
|
[2026-06-07T12:55:39] ZMQ connected: SUB tcp://127.0.0.1:5556, PUB tcp://127.0.0.1:5557
|
||||||
|
[2026-06-07T12:55:39] warming up SUB socket (3s) ...
|
||||||
|
[2026-06-07T12:55:39] initial tel_seen=20 latest_age_ms=73
|
||||||
|
[2026-06-07T12:55:39]
|
||||||
|
=== arm A: starting (300 minutes) ===
|
||||||
|
[2026-06-07T12:55:39] arm A: NO INJECTIONS — sampling state at cadence only
|
||||||
|
[2026-06-07T12:56:11] arm A COMPLETE records=300 total=0.5min
|
||||||
|
[2026-06-07T12:56:11] saved arm_A_no_inject.parquet (300 rows)
|
||||||
|
[2026-06-07T12:56:11]
|
||||||
|
=== arm T: starting (300 minutes) ===
|
||||||
|
[2026-06-07T12:56:11] arm T: 4 NATIVE TENSION INJECTIONS per minute
|
||||||
|
[2026-06-07T12:56:44] arm T COMPLETE records=300 total=0.5min
|
||||||
|
[2026-06-07T12:56:44] saved arm_T_tension.parquet (300 rows)
|
||||||
|
[2026-06-07T12:56:44]
|
||||||
|
=== ALL ARMS COMPLETE ===
|
||||||
|
[2026-06-07T12:56:44] output: /mnt/d/Resonance_Engine/traj/tension_20260607T125537
|
||||||
Binary file not shown.
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,44 @@
|
|||||||
|
{
|
||||||
|
"run_id": "20260607T125954",
|
||||||
|
"coin": "BTC",
|
||||||
|
"data_root": "/mnt/d/PaperTrader/research/hl_data/minutes",
|
||||||
|
"days_glob": "20260415*",
|
||||||
|
"n_minutes": 300,
|
||||||
|
"minute_range": [
|
||||||
|
29603520,
|
||||||
|
29603819
|
||||||
|
],
|
||||||
|
"map_scale": {
|
||||||
|
"funding_bps_per_strength": 3000.0,
|
||||||
|
"funding_strength_cap": 2.5,
|
||||||
|
"bs_ratio_per_strength": 0.5,
|
||||||
|
"bs_ratio_strength_cap": 3.0,
|
||||||
|
"activity_per_strength": 3.0,
|
||||||
|
"activity_strength_cap": 5.0,
|
||||||
|
"cvd_div_tanh_scale": 2000000.0
|
||||||
|
},
|
||||||
|
"spatial": {
|
||||||
|
"center": [
|
||||||
|
512.0,
|
||||||
|
512.0
|
||||||
|
],
|
||||||
|
"dipole_off": 64.0,
|
||||||
|
"ring_r": 192.0,
|
||||||
|
"sigma": 32.0,
|
||||||
|
"vorticity_n_legs": 6
|
||||||
|
},
|
||||||
|
"timing": {
|
||||||
|
"per_minute_ms": 100,
|
||||||
|
"wait_after_inject_ms": 80,
|
||||||
|
"cooldown_between_arms_s": 1200
|
||||||
|
},
|
||||||
|
"rolling_windows": {
|
||||||
|
"activity_baseline_min": 500,
|
||||||
|
"cvd_window_min": 60,
|
||||||
|
"eps_bps": 0.5
|
||||||
|
},
|
||||||
|
"arms": [
|
||||||
|
"A",
|
||||||
|
"T"
|
||||||
|
]
|
||||||
|
}
|
||||||
@@ -0,0 +1,29 @@
|
|||||||
|
[2026-06-07T12:59:54] === market_tension_injector run_id=20260607T125954 ===
|
||||||
|
[2026-06-07T12:59:54] out_dir=/mnt/d/Resonance_Engine/traj/tension_20260607T125954
|
||||||
|
[2026-06-07T12:59:54] args: days_glob=20260415* max_minutes=300 arms=A,T
|
||||||
|
[2026-06-07T12:59:54] loading 1 day dirs (20260415 .. 20260415)
|
||||||
|
[2026-06-07T12:59:54] loaded 1440 unique minutes of BTC
|
||||||
|
[2026-06-07T12:59:54] capped to first 300 minutes
|
||||||
|
[2026-06-07T12:59:54] fetching HL fundingHistory for BTC 1776204000000 -> 1776236340000
|
||||||
|
[2026-06-07T12:59:54] funding rows: 9 mean=-1505.17bps std=+801.83bps range=-3397.26..-450.13
|
||||||
|
[2026-06-07T12:59:54] tensions computed:
|
||||||
|
[2026-06-07T12:59:54] funding_bps n_finite= 300/300 mean=-1332.7709 std=+72.3099 min=-1416.6059 max=-1235.6768
|
||||||
|
[2026-06-07T12:59:55] bs_ratio_signed n_finite= 300/300 mean=+0.0106 std=+0.3216 min=-0.4947 max=+0.5000
|
||||||
|
[2026-06-07T12:59:55] activity_excess n_finite= 250/300 mean=-0.2873 std=+0.4724 min=-0.9948 max=+2.3591
|
||||||
|
[2026-06-07T12:59:55] cvd_divergence n_finite= 239/300 mean=+1068345.4349 std=+3365199.4080 min=-2390998.5587 max=+42621427.2366
|
||||||
|
[2026-06-07T12:59:55] ZMQ connected: SUB tcp://127.0.0.1:5556, PUB tcp://127.0.0.1:5557
|
||||||
|
[2026-06-07T12:59:55] warming up SUB socket (3s) ...
|
||||||
|
[2026-06-07T12:59:58] initial tel_seen=19 latest_age_ms=12
|
||||||
|
[2026-06-07T12:59:58]
|
||||||
|
=== arm A: starting (300 minutes) ===
|
||||||
|
[2026-06-07T12:59:58] arm A: NO INJECTIONS — sampling state at cadence only
|
||||||
|
[2026-06-07T13:00:30] arm A COMPLETE records=300 total=0.5min
|
||||||
|
[2026-06-07T13:00:30] saved arm_A_no_inject.parquet (300 rows)
|
||||||
|
[2026-06-07T13:00:30]
|
||||||
|
=== arm T: starting (300 minutes) ===
|
||||||
|
[2026-06-07T13:00:30] arm T: 4 NATIVE TENSION INJECTIONS per minute
|
||||||
|
[2026-06-07T13:01:02] arm T COMPLETE records=300 total=0.5min
|
||||||
|
[2026-06-07T13:01:02] saved arm_T_tension.parquet (300 rows)
|
||||||
|
[2026-06-07T13:01:02]
|
||||||
|
=== ALL ARMS COMPLETE ===
|
||||||
|
[2026-06-07T13:01:02] output: /mnt/d/Resonance_Engine/traj/tension_20260607T125954
|
||||||
Binary file not shown.
@@ -0,0 +1,44 @@
|
|||||||
|
{
|
||||||
|
"run_id": "20260607T130445",
|
||||||
|
"coin": "BTC",
|
||||||
|
"data_root": "/mnt/d/PaperTrader/research/hl_data/minutes",
|
||||||
|
"days_glob": "202604*",
|
||||||
|
"n_minutes": 43192,
|
||||||
|
"minute_range": [
|
||||||
|
29583359,
|
||||||
|
29626559
|
||||||
|
],
|
||||||
|
"map_scale": {
|
||||||
|
"funding_bps_per_strength": 3000.0,
|
||||||
|
"funding_strength_cap": 2.5,
|
||||||
|
"bs_ratio_per_strength": 0.5,
|
||||||
|
"bs_ratio_strength_cap": 3.0,
|
||||||
|
"activity_per_strength": 3.0,
|
||||||
|
"activity_strength_cap": 5.0,
|
||||||
|
"cvd_div_tanh_scale": 2000000.0
|
||||||
|
},
|
||||||
|
"spatial": {
|
||||||
|
"center": [
|
||||||
|
512.0,
|
||||||
|
512.0
|
||||||
|
],
|
||||||
|
"dipole_off": 64.0,
|
||||||
|
"ring_r": 192.0,
|
||||||
|
"sigma": 32.0,
|
||||||
|
"vorticity_n_legs": 6
|
||||||
|
},
|
||||||
|
"timing": {
|
||||||
|
"per_minute_ms": 100,
|
||||||
|
"wait_after_inject_ms": 80,
|
||||||
|
"cooldown_between_arms_s": 1200
|
||||||
|
},
|
||||||
|
"rolling_windows": {
|
||||||
|
"activity_baseline_min": 500,
|
||||||
|
"cvd_window_min": 60,
|
||||||
|
"eps_bps": 0.5
|
||||||
|
},
|
||||||
|
"arms": [
|
||||||
|
"A",
|
||||||
|
"T"
|
||||||
|
]
|
||||||
|
}
|
||||||
@@ -0,0 +1,47 @@
|
|||||||
|
[2026-06-07T13:04:45] === market_tension_injector run_id=20260607T130445 ===
|
||||||
|
[2026-06-07T13:04:45] out_dir=/mnt/d/Resonance_Engine/traj/tension_20260607T130445
|
||||||
|
[2026-06-07T13:04:45] args: days_glob=202604* max_minutes=None arms=A,T
|
||||||
|
[2026-06-07T13:04:45] loading 30 day dirs (20260401 .. 20260430)
|
||||||
|
[2026-06-07T13:04:51] loaded 43192 unique minutes of BTC
|
||||||
|
[2026-06-07T13:04:51] fetching HL fundingHistory for BTC 1774994340000 -> 1777600740000
|
||||||
|
[2026-06-07T13:04:52] funding rows: 724 mean=-89.69bps std=+875.46bps range=-3835.11..+1095.00
|
||||||
|
[2026-06-07T13:04:52] tensions computed:
|
||||||
|
[2026-06-07T13:04:52] funding_bps n_finite=43192/43192 mean=-84.9101 std=+874.7694 min=-3835.1105 max=+1095.0000
|
||||||
|
[2026-06-07T13:04:52] bs_ratio_signed n_finite=43192/43192 mean=+0.0119 std=+0.3164 min=-0.5000 max=+0.5000
|
||||||
|
[2026-06-07T13:04:52] activity_excess n_finite=43142/43192 mean=+0.0383 std=+1.1094 min=-0.9988 max=+27.9545
|
||||||
|
[2026-06-07T13:04:52] cvd_divergence n_finite=43131/43192 mean=-34439.4864 std=+3257348.4386 min=-103326599.0381 max=+68714965.5549
|
||||||
|
[2026-06-07T13:04:52] ZMQ connected: SUB tcp://127.0.0.1:5556, PUB tcp://127.0.0.1:5557
|
||||||
|
[2026-06-07T13:04:52] warming up SUB socket (3s) ...
|
||||||
|
[2026-06-07T13:04:55] initial tel_seen=22 latest_age_ms=86
|
||||||
|
[2026-06-07T13:04:55]
|
||||||
|
=== arm A: starting (43192 minutes) ===
|
||||||
|
[2026-06-07T13:04:55] arm A: NO INJECTIONS — sampling state at cadence only
|
||||||
|
[2026-06-07T13:05:55] arm A 556/43192 (1.3%) rate=9.3min/s ETA=76.7min asym=470.950 latest_tel_age=70ms tel_seen=470
|
||||||
|
[2026-06-07T13:06:55] arm A 1112/43192 (2.6%) rate=9.3min/s ETA=75.7min asym=471.334 latest_tel_age=62ms tel_seen=911
|
||||||
|
[2026-06-07T13:07:55] arm A 1668/43192 (3.9%) rate=9.3min/s ETA=74.7min asym=471.303 latest_tel_age=118ms tel_seen=1347
|
||||||
|
[2026-06-07T13:08:55] arm A 2250/43192 (5.2%) rate=9.4min/s ETA=72.8min asym=472.284 latest_tel_age=125ms tel_seen=1814
|
||||||
|
[2026-06-07T13:09:55] arm A 2807/43192 (6.5%) rate=9.3min/s ETA=72.0min asym=470.373 latest_tel_age=42ms tel_seen=2258
|
||||||
|
[2026-06-07T13:10:55] arm A 3363/43192 (7.8%) rate=9.3min/s ETA=71.1min asym=470.757 latest_tel_age=120ms tel_seen=2661
|
||||||
|
[2026-06-07T13:11:56] arm A 3920/43192 (9.1%) rate=9.3min/s ETA=70.2min asym=470.244 latest_tel_age=102ms tel_seen=3064
|
||||||
|
[2026-06-07T13:12:56] arm A 4567/43192 (10.6%) rate=9.5min/s ETA=67.7min asym=470.730 latest_tel_age=34ms tel_seen=3479
|
||||||
|
[2026-06-07T13:13:56] arm A 5105/43192 (11.8%) rate=9.4min/s ETA=67.2min asym=471.352 latest_tel_age=120ms tel_seen=3934
|
||||||
|
[2026-06-07T13:14:56] arm A 5661/43192 (13.1%) rate=9.4min/s ETA=66.4min asym=471.086 latest_tel_age=117ms tel_seen=4370
|
||||||
|
[2026-06-07T13:15:56] arm A 6217/43192 (14.4%) rate=9.4min/s ETA=65.5min asym=472.115 latest_tel_age=127ms tel_seen=4806
|
||||||
|
[2026-06-07T13:16:56] arm A 6772/43192 (15.7%) rate=9.4min/s ETA=64.6min asym=471.549 latest_tel_age=44ms tel_seen=5240
|
||||||
|
[2026-06-07T13:17:56] arm A 7328/43192 (17.0%) rate=9.4min/s ETA=63.7min asym=472.003 latest_tel_age=98ms tel_seen=5675
|
||||||
|
[2026-06-07T13:18:56] arm A 7866/43192 (18.2%) rate=9.4min/s ETA=62.9min asym=471.732 latest_tel_age=78ms tel_seen=6129
|
||||||
|
[2026-06-07T13:19:56] arm A 8422/43192 (19.5%) rate=9.3min/s ETA=62.0min asym=472.820 latest_tel_age=87ms tel_seen=6566
|
||||||
|
[2026-06-07T13:20:56] arm A 9022/43192 (20.9%) rate=9.4min/s ETA=60.7min asym=471.615 latest_tel_age=22ms tel_seen=6997
|
||||||
|
[2026-06-07T13:21:56] arm A 9577/43192 (22.2%) rate=9.4min/s ETA=59.7min asym=471.772 latest_tel_age=143ms tel_seen=7424
|
||||||
|
[2026-06-07T13:22:58] arm A 10133/43192 (23.5%) rate=9.4min/s ETA=58.9min asym=473.720 latest_tel_age=1993ms tel_seen=7859
|
||||||
|
[2026-06-07T13:23:58] arm A 10733/43192 (24.8%) rate=9.4min/s ETA=57.6min asym=472.909 latest_tel_age=133ms tel_seen=8324
|
||||||
|
[2026-06-07T13:24:58] arm A 11288/43192 (26.1%) rate=9.4min/s ETA=56.7min asym=472.110 latest_tel_age=2ms tel_seen=8757
|
||||||
|
[2026-06-07T13:25:58] arm A 11844/43192 (27.4%) rate=9.4min/s ETA=55.7min asym=473.078 latest_tel_age=27ms tel_seen=9192
|
||||||
|
[2026-06-07T13:26:58] arm A 12490/43192 (28.9%) rate=9.4min/s ETA=54.2min asym=472.334 latest_tel_age=28ms tel_seen=9637
|
||||||
|
[2026-06-07T13:27:58] arm A 13073/43192 (30.3%) rate=9.5min/s ETA=53.1min asym=473.115 latest_tel_age=24ms tel_seen=10060
|
||||||
|
[2026-06-07T13:28:58] arm A 13628/43192 (31.6%) rate=9.4min/s ETA=52.2min asym=473.919 latest_tel_age=24ms tel_seen=10525
|
||||||
|
[2026-06-07T13:29:58] arm A 14184/43192 (32.8%) rate=9.4min/s ETA=51.2min asym=473.510 latest_tel_age=99ms tel_seen=10953
|
||||||
|
[2026-06-07T13:30:59] arm A 14737/43192 (34.1%) rate=9.4min/s ETA=50.3min asym=474.250 latest_tel_age=81ms tel_seen=11389
|
||||||
|
[2026-06-07T13:31:59] arm A 15288/43192 (35.4%) rate=9.4min/s ETA=49.4min asym=472.861 latest_tel_age=88ms tel_seen=11824
|
||||||
|
[2026-06-07T13:32:59] arm A 15824/43192 (36.6%) rate=9.4min/s ETA=48.5min asym=474.134 latest_tel_age=78ms tel_seen=12280
|
||||||
|
[2026-06-07T13:33:59] arm A 16380/43192 (37.9%) rate=9.4min/s ETA=47.6min asym=474.211 latest_tel_age=53ms tel_seen=12725
|
||||||
@@ -0,0 +1,24 @@
|
|||||||
|
import urllib.request, json, time, pandas as pd
|
||||||
|
URL="https://api.hyperliquid.xyz/info"
|
||||||
|
start_ms = int(pd.Timestamp("2026-04-01", tz="UTC").timestamp()*1000)
|
||||||
|
end_ms = int(pd.Timestamp("2026-05-01", tz="UTC").timestamp()*1000)
|
||||||
|
rows=[]; cursor=start_ms
|
||||||
|
while cursor < end_ms:
|
||||||
|
body=json.dumps({"type":"fundingHistory","coin":"BTC","startTime":cursor,"endTime":end_ms}).encode()
|
||||||
|
req=urllib.request.Request(URL,data=body,headers={"Content-Type":"application/json"})
|
||||||
|
with urllib.request.urlopen(req,timeout=30) as r:
|
||||||
|
chunk=json.loads(r.read().decode())
|
||||||
|
if not chunk: break
|
||||||
|
rows.extend(chunk)
|
||||||
|
last=int(chunk[-1].get("time",0))
|
||||||
|
if last<=cursor: break
|
||||||
|
cursor=last+1
|
||||||
|
time.sleep(0.15)
|
||||||
|
df=pd.DataFrame(rows)
|
||||||
|
df["ts"]=pd.to_datetime(df["time"].astype("int64"),unit="ms",utc=True)
|
||||||
|
df["fbps_ann"]=df["fundingRate"].astype(float)*8760*10000
|
||||||
|
print(f"rows: {len(df)} expected: 720")
|
||||||
|
print(f"span: {df.ts.min()} -> {df.ts.max()}")
|
||||||
|
print(f"fbps_ann: mean={df.fbps_ann.mean():+.1f} std={df.fbps_ann.std():.1f} min={df.fbps_ann.min():+.1f} max={df.fbps_ann.max():+.1f}")
|
||||||
|
df.to_parquet("/tmp/april_funding_verify.parquet")
|
||||||
|
print("OK: API returns full April funding cleanly.")
|
||||||
Reference in New Issue
Block a user