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+{"cycle":10623410,"ts":1780886605,"coherence":0.4159,"asymmetry":616.9504,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.219974,"vel_max":0.289097,"vel_var":0.00251771,"vorticity_mean":0.031837,"stress_xx":-0.001462,"stress_yy":0.001144,"stress_xy":-0.000557,"gpu_temp_c":42,"gpu_power_w":42.4,"gpu_util_pct":29,"gpu_mem_pct":39.4}
+{"cycle":10623420,"ts":1780886605,"coherence":0.4175,"asymmetry":614.2324,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.220278,"vel_max":0.288268,"vel_var":0.00250739,"vorticity_mean":0.029828,"stress_xx":-0.001328,"stress_yy":0.001242,"stress_xy":-0.000474,"gpu_temp_c":42,"gpu_power_w":42.3,"gpu_util_pct":23,"gpu_mem_pct":39.4}
+{"cycle":10623430,"ts":1780886605,"coherence":0.4163,"asymmetry":616.6745,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.219802,"vel_max":0.287582,"vel_var":0.00261021,"vorticity_mean":0.027416,"stress_xx":-0.001107,"stress_yy":0.001343,"stress_xy":-0.000405,"gpu_temp_c":42,"gpu_power_w":42.4,"gpu_util_pct":24,"gpu_mem_pct":39.4}
+{"cycle":10623440,"ts":1780886605,"coherence":0.4173,"asymmetry":614.9169,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.221334,"vel_max":0.285089,"vel_var":0.00247589,"vorticity_mean":0.025053,"stress_xx":-0.001090,"stress_yy":0.001337,"stress_xy":-0.000405,"gpu_temp_c":42,"gpu_power_w":42.4,"gpu_util_pct":24,"gpu_mem_pct":39.4}
+{"cycle":10623450,"ts":1780886605,"coherence":0.4175,"asymmetry":614.1114,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.221666,"vel_max":0.696913,"vel_var":0.00247188,"vorticity_mean":0.023108,"stress_xx":-0.001071,"stress_yy":0.001373,"stress_xy":-0.000392,"gpu_temp_c":42,"gpu_power_w":42.5,"gpu_util_pct":26,"gpu_mem_pct":39.4}
+{"cycle":10623460,"ts":1780886606,"coherence":0.4165,"asymmetry":615.7486,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.223167,"vel_max":0.285099,"vel_var":0.00234288,"vorticity_mean":0.022043,"stress_xx":-0.001353,"stress_yy":0.001207,"stress_xy":-0.000519,"gpu_temp_c":42,"gpu_power_w":42.4,"gpu_util_pct":23,"gpu_mem_pct":39.4}
+{"cycle":10623470,"ts":1780886606,"coherence":0.4166,"asymmetry":614.4953,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.223754,"vel_max":0.286003,"vel_var":0.00228412,"vorticity_mean":0.022146,"stress_xx":-0.001203,"stress_yy":0.001267,"stress_xy":-0.000440,"gpu_temp_c":42,"gpu_power_w":42.4,"gpu_util_pct":23,"gpu_mem_pct":39.4}
+{"cycle":10623480,"ts":1780886606,"coherence":0.4152,"asymmetry":617.0752,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.222630,"vel_max":0.287932,"vel_var":0.00239619,"vorticity_mean":0.023586,"stress_xx":-0.001069,"stress_yy":0.001359,"stress_xy":-0.000384,"gpu_temp_c":42,"gpu_power_w":42.3,"gpu_util_pct":23,"gpu_mem_pct":39.4}
+{"cycle":10623490,"ts":1780886606,"coherence":0.4153,"asymmetry":616.3141,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.222704,"vel_max":0.285747,"vel_var":0.00234402,"vorticity_mean":0.026113,"stress_xx":-0.001162,"stress_yy":0.001294,"stress_xy":-0.000420,"gpu_temp_c":42,"gpu_power_w":42.4,"gpu_util_pct":25,"gpu_mem_pct":39.4}
+{"cycle":10623500,"ts":1780886606,"coherence":0.4155,"asymmetry":615.3974,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.221215,"vel_max":0.842595,"vel_var":0.00244746,"vorticity_mean":0.028857,"stress_xx":-0.001165,"stress_yy":0.001274,"stress_xy":-0.000405,"gpu_temp_c":42,"gpu_power_w":42.3,"gpu_util_pct":25,"gpu_mem_pct":39.4}
+{"cycle":10623510,"ts":1780886606,"coherence":0.4148,"asymmetry":616.5171,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.221020,"vel_max":0.292514,"vel_var":0.00243754,"vorticity_mean":0.031168,"stress_xx":-0.001448,"stress_yy":0.001137,"stress_xy":-0.000536,"gpu_temp_c":42,"gpu_power_w":42.3,"gpu_util_pct":25,"gpu_mem_pct":39.4}
+{"cycle":10623520,"ts":1780886606,"coherence":0.4155,"asymmetry":615.0018,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.220363,"vel_max":0.290360,"vel_var":0.00245224,"vorticity_mean":0.032443,"stress_xx":-0.001340,"stress_yy":0.001230,"stress_xy":-0.000473,"gpu_temp_c":42,"gpu_power_w":42.3,"gpu_util_pct":25,"gpu_mem_pct":39.4}
+{"cycle":10623530,"ts":1780886607,"coherence":0.4146,"asymmetry":616.7826,"omega":1.970,"khra_amp":0.0300,"gixx_amp":0.0080,"grid":1024,"vel_mean":0.219357,"vel_max":0.336230,"vel_var":0.00252909,"vorticity_mean":0.032403,"stress_xx":-0.001136,"stress_yy":0.001349,"stress_xy":-0.000393,"gpu_temp_c":42,"gpu_power_w":42.3,"gpu_util_pct":23,"gpu_mem_pct":39.4}
diff --git a/fractonaut_chronicle.jsonl b/fractonaut_chronicle.jsonl
index 86845b3..4e4c769 100644
--- a/fractonaut_chronicle.jsonl
+++ b/fractonaut_chronicle.jsonl
@@ -2103,3 +2103,53 @@
 {"ts": "2026-06-08T02:31:39Z", "turn": 2100, "cycle": 10573500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10573500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  81.6W  util=13%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.384300   0.388507  -0.009200   0.019200\nasymmetry        821.655300 874.514615 -98.986600  98.986600\nvel_mean           0.220142   0.221261  +0.000889   0.004782\nvel_max            1.292385   0.549710  +1.000934   1.306406\nvel_var            0.002556   0.002481  -0.000011   0.000447\nvorticity_mean     0.031530   0.027031  -0.000398   0.011052\nstress_xx         -0.001418  -0.001411  -0.000174   0.000694\nstress_yy          0.001425   0.001474  -0.000115   0.000421\nstress_xy         -0.000544  -0.000512  -0.000131   0.000293\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10543500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10548500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10558500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10563500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10568500] asymmetry exceeds the 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": "2026-06-08T02:32:46Z", "turn": 2101, "cycle": 10578500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10578500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  80.1W  util=7%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.433900   0.421212  +0.025100   0.028100\nasymmetry        466.769700 521.730575 -126.471000 130.379300\nvel_mean           0.222062   0.221242  +0.001268   0.004987\nvel_max            0.846426   0.609003  +0.552296   1.345568\nvel_var            0.002432   0.002473  +0.000023   0.000442\nvorticity_mean     0.025461   0.027021  -0.005135   0.011177\nstress_xx         -0.001085  -0.001159  -0.000028   0.000558\nstress_yy          0.001163   0.001188  -0.000193   0.000452\nstress_xy         -0.000378  -0.000391  -0.000033   0.000236\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10548500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10558500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10563500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10568500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10573500] asymmetry exceeds the 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": "2026-06-08T02:33:55Z", "turn": 2102, "cycle": 10583500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10583500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  75.3W  util=5%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.408700   0.416553  -0.014100   0.015300\nasymmetry        692.115900 621.976565 +130.656200 130.656200\nvel_mean           0.222081   0.221227  -0.000757   0.004598\nvel_max            1.721681   0.509177  +1.426981   1.818474\nvel_var            0.002614   0.002473  +0.000273   0.000483\nvorticity_mean     0.022240   0.027460  -0.001902   0.010891\nstress_xx         -0.001194  -0.001278  -0.000151   0.000545\nstress_yy          0.001403   0.001202  +0.000126   0.000403\nstress_xy         -0.000406  -0.000451  -0.000040   0.000288\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10553500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10558500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10563500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10568500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10573500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10578500] asymmetry exceeds the 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": "2026-06-08T02:35:02Z", "turn": 2103, "cycle": 10588500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10588500  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  44.4W  util=37%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.414800   0.424204  -0.015900   0.020500\nasymmetry        555.963400 545.806061 -10.878300  40.373400\nvel_mean           0.221693   0.221550  -0.001601   0.004851\nvel_max            0.285881   0.635445  +0.001253   1.346502\nvel_var            0.002432   0.002451  +0.000101   0.000394\nvorticity_mean     0.025795   0.026962  +0.003582   0.011105\nstress_xx         -0.001061  -0.001189  +0.000292   0.000658\nstress_yy          0.001217   0.001213  +0.000032   0.000366\nstress_xy         -0.000407  -0.000431  +0.000059   0.000296\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10558500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10563500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10568500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10573500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10578500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10583500] asymmetry exceeds the 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": "2026-06-08T02:36:17Z", "turn": 2104, "cycle": 10593500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10593500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  44.5W  util=36%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.447100   0.422512  +0.028800   0.037900\nasymmetry        574.346300 592.349708 +22.926400  71.619200\nvel_mean           0.219524   0.221529  -0.000922   0.004266\nvel_max            0.289547   0.444320  -0.110625   0.877927\nvel_var            0.002551   0.002444  -0.000013   0.000384\nvorticity_mean     0.032313   0.027130  +0.004534   0.011037\nstress_xx         -0.001273  -0.001271  -0.000008   0.000547\nstress_yy          0.001252   0.001230  +0.000076   0.000270\nstress_xy         -0.000425  -0.000436  +0.000026   0.000218\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10563500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10568500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10573500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10578500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10588500] asymmetry exceeds the 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": "2026-06-08T02:37:30Z", "turn": 2105, "cycle": 10598500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10598500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  45.4W  util=34%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.431700   0.430079  +0.012700   0.018600\nasymmetry        578.971400 583.761857 -31.544700  40.184500\nvel_mean           0.220234   0.221085  +0.000341   0.005835\nvel_max            0.858489   0.424756  +0.568994   0.986022\nvel_var            0.002522   0.002485  +0.000037   0.000588\nvorticity_mean     0.030697   0.027254  -0.001830   0.011089\nstress_xx         -0.001213  -0.001248  +0.000044   0.000443\nstress_yy          0.001228   0.001231  -0.000110   0.000279\nstress_xy         -0.000443  -0.000444  +0.000012   0.000233\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10568500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10573500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10578500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10588500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10593500] asymmetry exceeds the 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": "2026-06-08T02:38:42Z", "turn": 2106, "cycle": 10603500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10603500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.3W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.394400   0.397816  -0.006300   0.011100\nasymmetry        920.180700 879.165983 +93.127600  98.915100\nvel_mean           0.222488   0.221389  +0.001014   0.004384\nvel_max            2.185951   0.656203  +1.892401   2.190704\nvel_var            0.002683   0.002501  +0.000281   0.000645\nvorticity_mean     0.023895   0.027342  -0.005457   0.010820\nstress_xx         -0.001352  -0.001448  -0.000108   0.000859\nstress_yy          0.001522   0.001400  +0.000028   0.000488\nstress_xy         -0.000490  -0.000535  -0.000051   0.000374\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10573500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10578500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10588500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10593500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10598500] asymmetry exceeds the 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": "2026-06-08T02:39:52Z", "turn": 2107, "cycle": 10608500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10608500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.8W  util=23%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.415700   0.417293  +0.006600   0.017400\nasymmetry        517.708800 561.922751 -124.458300 124.458300\nvel_mean           0.221914   0.221562  -0.002071   0.005129\nvel_max            1.312424   0.561379  +1.025137   1.558969\nvel_var            0.002542   0.002444  +0.000297   0.000519\nvorticity_mean     0.021959   0.026953  -0.000096   0.011015\nstress_xx         -0.001015  -0.001198  +0.000167   0.000531\nstress_yy          0.001246   0.001239  -0.000153   0.000353\nstress_xy         -0.000381  -0.000419  +0.000010   0.000241\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10578500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10588500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10593500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10598500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10603500] asymmetry exceeds the 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": "2026-06-08T02:41:04Z", "turn": 2108, "cycle": 10613500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10613500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.9W  util=25%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.469400   0.450473  +0.036900   0.037600\nasymmetry        315.540300 360.807820 -94.404100  94.630900\nvel_mean           0.219330   0.221170  -0.002239   0.005239\nvel_max            0.840307   0.485513  +0.555612   0.987409\nvel_var            0.002676   0.002487  +0.000220   0.000514\nvorticity_mean     0.028017   0.027053  +0.004988   0.011030\nstress_xx         -0.000899  -0.000982  -0.000102   0.000563\nstress_yy          0.000942   0.001048  -0.000257   0.000377\nstress_xy         -0.000302  -0.000335  -0.000020   0.000259\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10583500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10588500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10593500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10598500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10603500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10608500] asymmetry exceeds the 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": "2026-06-08T02:42:16Z", "turn": 2109, "cycle": 10618500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10618500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.9W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.432000   0.451407  -0.039800   0.041200\nasymmetry        430.310200 362.086792 +124.759100 125.562600\nvel_mean           0.218817   0.221119  -0.000993   0.005299\nvel_max            0.964890   0.420936  +0.678060   0.949468\nvel_var            0.002654   0.002474  +0.000133   0.000438\nvorticity_mean     0.032455   0.027264  +0.002817   0.010877\nstress_xx         -0.001025  -0.001008  -0.000191   0.000604\nstress_yy          0.001045   0.001007  -0.000014   0.000339\nstress_xy         -0.000337  -0.000342  -0.000105   0.000283\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10588500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10593500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10598500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10603500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10608500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10613500] asymmetry exceeds the 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": "2026-06-08T02:43:28Z", "turn": 2110, "cycle": 10623500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10623500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.3W  util=25%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.415500   0.406418  +0.012100   0.018600\nasymmetry        615.397400 631.069803  -3.257300  27.817700\nvel_mean           0.221215   0.221280  +0.001442   0.004881\nvel_max            0.842595   0.471274  +0.553150   0.851820\nvel_var            0.002447   0.002464  -0.000117   0.000381\nvorticity_mean     0.028857   0.027114  -0.003564   0.010741\nstress_xx         -0.001165  -0.001205  +0.000330   0.000601\nstress_yy          0.001274   0.001235  +0.000213   0.000367\nstress_xy         -0.000405  -0.000453  +0.000188   0.000299\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10593500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10598500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10603500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10608500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10613500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10618500] asymmetry exceeds the 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": "2026-06-08T02:44:36Z", "turn": 2111, "cycle": 10628500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10628500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.3W  util=26%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.450100   0.455865  -0.006800   0.010300\nasymmetry        544.890500 538.430096 +13.172300  15.129600\nvel_mean           0.223306   0.221359  +0.001227   0.004210\nvel_max            0.286707   0.290391  +0.000263   0.206472\nvel_var            0.002310   0.002436  -0.000054   0.000326\nvorticity_mean     0.022620   0.027524  -0.004876   0.010870\nstress_xx         -0.001112  -0.001231  -0.000044   0.000483\nstress_yy          0.001278   0.001225  -0.000016   0.000311\nstress_xy         -0.000367  -0.000414  +0.000015   0.000215\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10598500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10603500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10608500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10613500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10618500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10623500] asymmetry exceeds the 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": "2026-06-08T02:45:48Z", "turn": 2112, "cycle": 10633500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10633500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.8W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.437800   0.436598  -0.009600   0.021400\nasymmetry        530.504900 533.890841 +10.288000  28.802200\nvel_mean           0.221760   0.221280  -0.001214   0.004630\nvel_max            0.283991   0.292754  -0.002198   0.247219\nvel_var            0.002442   0.002443  +0.000124   0.000366\nvorticity_mean     0.023815   0.027488  +0.001523   0.010982\nstress_xx         -0.001150  -0.001194  +0.000055   0.000364\nstress_yy          0.001137   0.001184  -0.000100   0.000245\nstress_xy         -0.000402  -0.000419  +0.000008   0.000195\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10603500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10608500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10613500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10618500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10623500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10628500] asymmetry exceeds the 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": "2026-06-08T02:46:59Z", "turn": 2113, "cycle": 10638500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10638500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.9W  util=26%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.415900   0.412770  +0.000300   0.008400\nasymmetry        643.511900 657.803434 +12.500500  49.085700\nvel_mean           0.220475   0.221461  -0.000546   0.004627\nvel_max            0.287714   0.504635  -0.150479   1.254193\nvel_var            0.002490   0.002454  -0.000093   0.000392\nvorticity_mean     0.029603   0.027139  +0.004853   0.010867\nstress_xx         -0.001256  -0.001301  +0.000210   0.000667\nstress_yy          0.001275   0.001260  +0.000121   0.000441\nstress_xy         -0.000441  -0.000466  +0.000100   0.000329\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10608500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10613500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10618500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10623500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10628500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10633500] asymmetry exceeds the 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": "2026-06-08T02:48:11Z", "turn": 2114, "cycle": 10643500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10643500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.1W  util=29%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.423700   0.418905  +0.011800   0.018300\nasymmetry        506.149300 544.492488 -83.361600  83.361600\nvel_mean           0.220322   0.221458  +0.000203   0.005196\nvel_max            0.291742   0.389047  +0.003000   0.633808\nvel_var            0.002490   0.002451  -0.000038   0.000431\nvorticity_mean     0.032316   0.027034  +0.001399   0.010946\nstress_xx         -0.001175  -0.001197  +0.000140   0.000570\nstress_yy          0.001121   0.001180  +0.000013   0.000324\nstress_xy         -0.000446  -0.000436  +0.000079   0.000318\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10613500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10618500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10623500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10628500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10633500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10638500] asymmetry exceeds the 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": "2026-06-08T02:49:21Z", "turn": 2115, "cycle": 10648500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10648500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.2W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.479300   0.477928  +0.022300   0.033000\nasymmetry        292.192700 310.554737 -63.129600  63.886000\nvel_mean           0.223029   0.221549  +0.002798   0.005130\nvel_max            0.289869   0.299864  +0.000090   0.333556\nvel_var            0.002312   0.002439  -0.000234   0.000403\nvorticity_mean     0.026643   0.027039  -0.004784   0.010928\nstress_xx         -0.001032  -0.000980  +0.000108   0.000399\nstress_yy          0.000971   0.000999  +0.000011   0.000227\nstress_xy         -0.000357  -0.000347  +0.000087   0.000201\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10618500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10623500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10628500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10633500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10638500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10643500] asymmetry exceeds the 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": "2026-06-08T02:50:33Z", "turn": 2116, "cycle": 10653500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10653500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.8W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.427400   0.439070  -0.036900   0.042600\nasymmetry        385.156800 352.480209 +87.532400  92.962200\nvel_mean           0.223064   0.221139  +0.000988   0.005001\nvel_max            0.284712   0.332689  -0.005685   0.755258\nvel_var            0.002315   0.002482  -0.000042   0.000462\nvorticity_mean     0.021789   0.027036  -0.003577   0.010983\nstress_xx         -0.000911  -0.000948  -0.000272   0.000774\nstress_yy          0.001065   0.000998  -0.000025   0.000389\nstress_xy         -0.000352  -0.000346  -0.000133   0.000354\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10623500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10628500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10633500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10638500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10643500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10648500] asymmetry exceeds the 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": "2026-06-08T02:51:45Z", "turn": 2117, "cycle": 10658500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10658500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.3W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.421300   0.411668  +0.016300   0.017200\nasymmetry        476.755600 482.546972  -1.806000  20.639100\nvel_mean           0.220509   0.221027  -0.001077   0.004769\nvel_max            0.666598   0.418055  +0.382006   0.871716\nvel_var            0.002611   0.002497  +0.000125   0.000466\nvorticity_mean     0.024666   0.026994  +0.002887   0.010834\nstress_xx         -0.001126  -0.001088  -0.000547   0.000889\nstress_yy          0.001182   0.001115  -0.000149   0.000472\nstress_xy         -0.000388  -0.000377  -0.000196   0.000407\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10628500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10633500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10638500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10643500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10648500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10653500] asymmetry exceeds the 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": "2026-06-08T02:52:57Z", "turn": 2118, "cycle": 10663500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10663500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.8W  util=26%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.415300   0.431647  -0.028900   0.030800\nasymmetry        675.915800 594.620086 +160.219400 160.491600\nvel_mean           0.219742   0.221420  -0.001444   0.004131\nvel_max            0.620802   0.348439  +0.334769   1.329322\nvel_var            0.002563   0.002442  +0.000107   0.000325\nvorticity_mean     0.031321   0.027359  +0.004797   0.010726\nstress_xx         -0.001533  -0.001285  -0.000435   0.000698\nstress_yy          0.001208   0.001241  +0.000027   0.000453\nstress_xy         -0.000542  -0.000448  -0.000142   0.000307\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10633500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10638500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10643500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10648500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10653500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10658500] asymmetry exceeds the 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": "2026-06-08T02:54:07Z", "turn": 2119, "cycle": 10668500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10668500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  50.5W  util=17%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.385200   0.387916  -0.011500   0.015600\nasymmetry        902.304300 874.624302 +76.154300  86.517800\nvel_mean           0.220542   0.221369  +0.001101   0.004443\nvel_max            0.743364   0.472654  +0.448328   0.791312\nvel_var            0.002474   0.002461  -0.000092   0.000365\nvorticity_mean     0.031284   0.027051  -0.001069   0.011002\nstress_xx         -0.001456  -0.001455  -0.000381   0.000998\nstress_yy          0.001509   0.001434  +0.000014   0.000584\nstress_xy         -0.000500  -0.000491  -0.000224   0.000494\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10638500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10643500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10648500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10653500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10658500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10663500] asymmetry exceeds the 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": "2026-06-08T02:55:19Z", "turn": 2120, "cycle": 10673500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10673500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.8W  util=23%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.389900   0.386592  +0.003300   0.008600\nasymmetry        856.125700 892.283341 -50.355500  57.522500\nvel_mean           0.222619   0.221251  +0.002238   0.004660\nvel_max            1.603535   0.612410  +1.299540   1.713969\nvel_var            0.002545   0.002493  +0.000064   0.000532\nvorticity_mean     0.024923   0.027062  -0.005476   0.011049\nstress_xx         -0.001555  -0.001454  -0.000412   0.001071\nstress_yy          0.001399   0.001428  -0.000268   0.000536\nstress_xy         -0.000542  -0.000511  -0.000214   0.000482\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10643500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10648500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10653500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10658500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10663500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10668500] asymmetry exceeds the 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": "2026-06-08T02:56:30Z", "turn": 2121, "cycle": 10678500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10678500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.2W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.387200   0.387110  -0.001400   0.011500\nasymmetry        862.860600 881.200939 -15.271500  53.139000\nvel_mean           0.222271   0.221359  -0.000637   0.004200\nvel_max            0.286922   0.316332  +0.001852   0.606475\nvel_var            0.002450   0.002452  +0.000100   0.000330\nvorticity_mean     0.022140   0.027399  -0.001634   0.011160\nstress_xx         -0.001511  -0.001487  -0.000110   0.000675\nstress_yy          0.001377   0.001333  +0.000037   0.000336\nstress_xy         -0.000550  -0.000514  -0.000042   0.000353\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10648500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10653500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10658500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10663500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10668500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10673500] asymmetry exceeds the 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": "2026-06-08T02:57:41Z", "turn": 2122, "cycle": 10683500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10683500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.2W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.405700   0.409501  -0.006700   0.009400\nasymmetry        653.033400 648.506962  +7.440300  20.056900\nvel_mean           0.220926   0.221370  -0.001054   0.004569\nvel_max            1.303286   0.852570  -0.260049   1.794054\nvel_var            0.002576   0.002490  +0.000046   0.000475\nvorticity_mean     0.026423   0.027014  +0.004002   0.010795\nstress_xx         -0.001100  -0.001241  +0.000206   0.000388\nstress_yy          0.001308   0.001270  +0.000053   0.000218\nstress_xy         -0.000394  -0.000466  +0.000085   0.000217\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10653500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10658500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10663500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10668500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10673500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10678500] asymmetry exceeds the 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": "2026-06-08T02:58:52Z", "turn": 2123, "cycle": 10688500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10688500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.0W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.426500   0.433338  -0.017700   0.025900\nasymmetry        515.594400 553.718392 -39.778100  57.805800\nvel_mean           0.218308   0.220905  -0.001615   0.005650\nvel_max            0.970638   0.529026  +0.681970   1.663104\nvel_var            0.002739   0.002514  +0.000161   0.000542\nvorticity_mean     0.032199   0.027298  +0.003670   0.011165\nstress_xx         -0.001269  -0.001199  -0.000223   0.000817\nstress_yy          0.001126   0.001204  -0.000156   0.000346\nstress_xy         -0.000435  -0.000396  -0.000069   0.000338\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10658500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10663500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10668500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10673500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10678500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10683500] asymmetry exceeds the 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": "2026-06-08T03:00:03Z", "turn": 2124, "cycle": 10693500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10693500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.2W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.475400   0.452040  +0.038700   0.038700\nasymmetry        318.836100 364.744517 -87.752200  87.752200\nvel_mean           0.221515   0.221297  +0.002113   0.005462\nvel_max            0.289892   0.339000  -0.002105   0.771918\nvel_var            0.002374   0.002461  -0.000163   0.000508\nvorticity_mean     0.030329   0.027108  -0.002144   0.011167\nstress_xx         -0.001040  -0.001041  -0.000046   0.000367\nstress_yy          0.000944   0.001011  -0.000210   0.000275\nstress_xy         -0.000361  -0.000352  -0.000048   0.000158\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10663500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10668500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10673500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10678500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10683500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10688500] asymmetry exceeds the 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": "2026-06-08T03:01:15Z", "turn": 2125, "cycle": 10698500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10698500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.0W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.399000   0.412434  -0.044500   0.046600\nasymmetry        592.930800 538.709302 +140.335500 144.320000\nvel_mean           0.221959   0.220989  +0.000156   0.005346\nvel_max            1.500676   0.635574  +1.208981   1.786504\nvel_var            0.002720   0.002529  +0.000385   0.000627\nvorticity_mean     0.023267   0.027057  -0.005571   0.011101\nstress_xx         -0.001152  -0.001154  -0.000293   0.000751\nstress_yy          0.001230   0.001185  +0.000012   0.000510\nstress_xy         -0.000433  -0.000429  -0.000118   0.000335\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10668500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10673500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10678500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10683500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10688500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10693500] asymmetry exceeds the 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": "2026-06-08T03:02:27Z", "turn": 2126, "cycle": 10703500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10703500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.4W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.424600   0.414515  +0.026300   0.037300\nasymmetry        639.753100 611.493909  -4.176700  62.707000\nvel_mean           0.222356   0.221309  +0.000436   0.005567\nvel_max            0.284640   0.461918  -0.005631   1.726451\nvel_var            0.002430   0.002474  -0.000086   0.000622\nvorticity_mean     0.022844   0.027056  +0.000718   0.011134\nstress_xx         -0.001330  -0.001233  -0.000246   0.000475\nstress_yy          0.001204   0.001274  -0.000230   0.000319\nstress_xy         -0.000513  -0.000452  -0.000098   0.000257\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10673500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10678500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10683500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10688500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10693500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10698500] asymmetry exceeds the 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": "2026-06-08T03:03:39Z", "turn": 2127, "cycle": 10708500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10708500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.9W  util=25%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.399400   0.402021  -0.011300   0.019300\nasymmetry        826.386000 774.700708 +100.139800 107.495400\nvel_mean           0.220292   0.221454  -0.001670   0.003922\nvel_max            0.286279   0.309483  +0.001259   0.528674\nvel_var            0.002561   0.002442  +0.000161   0.000299\nvorticity_mean     0.028762   0.027309  +0.004907   0.010979\nstress_xx         -0.001660  -0.001410  -0.000484   0.000610\nstress_yy          0.001220   0.001320  -0.000173   0.000351\nstress_xy         -0.000573  -0.000471  -0.000153   0.000285\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10678500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10683500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10688500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10693500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10698500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10703500] asymmetry exceeds the 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": "2026-06-08T03:04:48Z", "turn": 2128, "cycle": 10713500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10713500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  45.1W  util=39%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.395900   0.398058  -0.010500   0.011800\nasymmetry        964.748800 905.391442 +83.262200  83.262200\nvel_mean           0.219581   0.221342  -0.000084   0.004203\nvel_max            0.288863   0.302908  +0.000233   0.573525\nvel_var            0.002533   0.002444  -0.000022   0.000353\nvorticity_mean     0.032950   0.027404  +0.002588   0.010931\nstress_xx         -0.001655  -0.001513  -0.000282   0.000535\nstress_yy          0.001345   0.001410  -0.000129   0.000356\nstress_xy         -0.000534  -0.000527  -0.000061   0.000273\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10683500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10688500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10693500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10698500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10703500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10708500] asymmetry exceeds the 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": "2026-06-08T03:06:03Z", "turn": 2129, "cycle": 10718500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10718500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  44.8W  util=37%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.402000   0.401877  -0.005400   0.013000\nasymmetry        757.171300 845.182577 -147.294500 148.604300\nvel_mean           0.222192   0.221401  +0.002057   0.004650\nvel_max            0.534035   0.348458  +0.246931   0.920821\nvel_var            0.002325   0.002440  -0.000143   0.000339\nvorticity_mean     0.028246   0.027289  -0.004436   0.011475\nstress_xx         -0.001535  -0.001484  -0.000128   0.001001\nstress_yy          0.001254   0.001391  -0.000152   0.000558\nstress_xy         -0.000555  -0.000515  -0.000051   0.000484\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10688500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10693500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10698500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10703500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10708500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10713500] asymmetry exceeds the 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": "2026-06-08T03:07:15Z", "turn": 2130, "cycle": 10723500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10723500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.1W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.408700   0.411452  +0.005300   0.023700\nasymmetry        750.911800 724.456372 +59.762400  65.215500\nvel_mean           0.222732   0.221317  +0.000821   0.004949\nvel_max            1.784971   0.679122  +1.494753   2.091435\nvel_var            0.002528   0.002490  +0.000154   0.000758\nvorticity_mean     0.022362   0.027318  -0.004281   0.011205\nstress_xx         -0.001362  -0.001364  -0.000415   0.000875\nstress_yy          0.001351   0.001328  -0.000143   0.000524\nstress_xy         -0.000448  -0.000466  -0.000065   0.000391\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10693500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10698500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10703500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10708500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10713500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10718500] asymmetry exceeds the 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": "2026-06-08T03:08:26Z", "turn": 2131, "cycle": 10728500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10728500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.0W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.428500   0.414928  +0.027300   0.028900\nasymmetry        483.050600 539.171612 -127.114900 127.114900\nvel_mean           0.222240   0.221347  -0.000969   0.005597\nvel_max            0.376782   0.684463  -0.944627   1.407849\nvel_var            0.002399   0.002473  +0.000017   0.000508\nvorticity_mean     0.023684   0.026907  +0.002148   0.010977\nstress_xx         -0.001150  -0.001177  +0.000166   0.000639\nstress_yy          0.001136   0.001197  -0.000081   0.000381\nstress_xy         -0.000378  -0.000432  +0.000126   0.000274\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10698500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10703500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10708500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10713500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10718500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10723500] asymmetry exceeds the 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": "2026-06-08T03:09:37Z", "turn": 2132, "cycle": 10733500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10733500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.6W  util=25%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.466200   0.441194  +0.033500   0.037600\nasymmetry        298.307800 350.492526 -87.846700  88.209500\nvel_mean           0.219647   0.221386  -0.001020   0.004927\nvel_max            0.290490   0.398515  +0.006581   1.355978\nvel_var            0.002585   0.002458  +0.000056   0.000390\nvorticity_mean     0.030266   0.026965  +0.005410   0.011157\nstress_xx         -0.000986  -0.000975  -0.000264   0.000609\nstress_yy          0.000946   0.000989  -0.000156   0.000342\nstress_xy         -0.000316  -0.000355  -0.000097   0.000304\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10703500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10708500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10713500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10718500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10723500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10728500] asymmetry exceeds the 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": "2026-06-08T03:10:49Z", "turn": 2133, "cycle": 10738500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10738500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.1W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.374900   0.381967  -0.019400   0.023600\nasymmetry        707.706800 638.008443 +159.499800 165.225400\nvel_mean           0.219993   0.221250  +0.000283   0.004817\nvel_max            0.790200   0.855593  -0.015349   2.007609\nvel_var            0.002536   0.002501  -0.000052   0.000417\nvorticity_mean     0.032072   0.026953  +0.000804   0.010968\nstress_xx         -0.001513  -0.001223  -0.000025   0.001078\nstress_yy          0.001193   0.001193  +0.000293   0.000560\nstress_xy         -0.000514  -0.000421  +0.000057   0.000431\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10708500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10713500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10718500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10723500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10728500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10733500] asymmetry exceeds the 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": "2026-06-08T03:12:01Z", "turn": 2134, "cycle": 10743500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10743500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.7W  util=29%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.409400   0.420408  -0.007200   0.018300\nasymmetry        718.351700 680.278659 +34.951200  56.436100\nvel_mean           0.222750   0.221333  +0.002138   0.004206\nvel_max            0.290046   0.311935  +0.001911   0.368097\nvel_var            0.002334   0.002450  -0.000138   0.000339\nvorticity_mean     0.026377   0.027420  -0.005329   0.011009\nstress_xx         -0.001350  -0.001340  +0.000113   0.000515\nstress_yy          0.001380   0.001303  +0.000162   0.000258\nstress_xy         -0.000457  -0.000461  +0.000029   0.000222\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10713500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10718500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10723500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10728500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10733500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10738500] asymmetry exceeds the 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": "2026-06-08T03:13:13Z", "turn": 2135, "cycle": 10748500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10748500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.6W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.407400   0.408147  -0.004500   0.012000\nasymmetry        876.809800 844.267025 +90.528400 102.144600\nvel_mean           0.223205   0.221367  +0.000038   0.003961\nvel_max            0.284853   0.297941  -0.000990   0.547306\nvel_var            0.002315   0.002450  -0.000015   0.000319\nvorticity_mean     0.022026   0.027447  -0.002903   0.010911\nstress_xx         -0.001382  -0.001469  +0.000064   0.000526\nstress_yy          0.001517   0.001380  +0.000149   0.000339\nstress_xy         -0.000438  -0.000518  +0.000088   0.000280\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10718500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10723500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10728500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10733500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10738500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10743500] asymmetry exceeds the 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": "2026-06-08T03:14:23Z", "turn": 2136, "cycle": 10753500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10753500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.1W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.401200   0.394610  +0.008400   0.010800\nasymmetry        653.663700 712.217656 -116.231700 116.231700\nvel_mean           0.220806   0.221285  -0.001293   0.004392\nvel_max            1.232432   1.056952  -0.011848   1.819531\nvel_var            0.002633   0.002511  +0.000113   0.000496\nvorticity_mean     0.024893   0.026755  +0.003050   0.010872\nstress_xx         -0.000996  -0.001240  +0.000435   0.000660\nstress_yy          0.001430   0.001329  +0.000198   0.000418\nstress_xy         -0.000396  -0.000471  +0.000181   0.000326\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10723500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10728500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10733500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10738500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10743500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10748500] asymmetry exceeds the 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": "2026-06-08T03:15:43Z", "turn": 2137, "cycle": 10758500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10758500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.0W  util=25%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.425100   0.428417  +0.003500   0.013300\nasymmetry        666.926300 618.294590 +69.775700  75.691400\nvel_mean           0.219263   0.221231  -0.001823   0.004407\nvel_max            1.171572   0.509958  +0.886258   1.475087\nvel_var            0.002614   0.002475  +0.000125   0.000413\nvorticity_mean     0.031747   0.027260  +0.005144   0.010987\nstress_xx         -0.001236  -0.001261  -0.000165   0.000828\nstress_yy          0.001341   0.001248  +0.000126   0.000449\nstress_xy         -0.000357  -0.000423  +0.000060   0.000389\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10728500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10733500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10738500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10743500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10748500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10753500] asymmetry exceeds the 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": "2026-06-08T03:16:48Z", "turn": 2138, "cycle": 10763500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10763500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  44.4W  util=39%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.414300   0.405607  +0.007900   0.014500\nasymmetry        639.319400 721.798253 -140.249600 140.528500\nvel_mean           0.220574   0.221315  +0.001198   0.005118\nvel_max            0.483547   0.627829  +0.140748   1.214936\nvel_var            0.002479   0.002458  -0.000124   0.000406\nvorticity_mean     0.030889   0.027020  -0.001357   0.011100\nstress_xx         -0.001232  -0.001294  +0.000363   0.000695\nstress_yy          0.001324   0.001354  +0.000056   0.000491\nstress_xy         -0.000467  -0.000468  +0.000060   0.000257\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10733500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10738500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10743500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10748500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10753500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10758500] asymmetry exceeds the 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": "2026-06-08T03:18:00Z", "turn": 2139, "cycle": 10768500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10768500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.7W  util=22%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.439200   0.441146  +0.005200   0.012800\nasymmetry        395.739000 408.321412 -51.792400  52.414800\nvel_mean           0.223076   0.221322  +0.001980   0.004837\nvel_max            0.289864   0.495579  -0.545308   1.242584\nvel_var            0.002317   0.002468  -0.000155   0.000408\nvorticity_mean     0.024510   0.027085  -0.005286   0.011053\nstress_xx         -0.001065  -0.001053  +0.000101   0.000307\nstress_yy          0.001046   0.001044  -0.000084   0.000234\nstress_xy         -0.000377  -0.000385  +0.000001   0.000135\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10738500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10743500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10748500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10753500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10758500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10763500] asymmetry exceeds the 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": "2026-06-08T03:19:11Z", "turn": 2140, "cycle": 10773500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10773500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.3W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.399000   0.417394  -0.038800   0.041700\nasymmetry        574.120500 488.931405 +161.168000 162.430300\nvel_mean           0.222172   0.221273  -0.000627   0.004172\nvel_max            0.443368   0.345427  +0.114015   0.751307\nvel_var            0.002476   0.002467  +0.000088   0.000363\nvorticity_mean     0.022184   0.027270  -0.001239   0.011098\nstress_xx         -0.001316  -0.001141  -0.000110   0.000607\nstress_yy          0.001165   0.001090  +0.000193   0.000428\nstress_xy         -0.000425  -0.000390  -0.000001   0.000293\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10743500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10748500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10753500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10758500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10763500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10768500] asymmetry exceeds the 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": "2026-06-08T03:20:24Z", "turn": 2141, "cycle": 10778500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10778500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  41.9W  util=25%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.391400   0.394398  -0.012300   0.024300\nasymmetry        823.651500 822.643203 +57.790000 104.094700\nvel_mean           0.221074   0.221314  -0.000726   0.003958\nvel_max            0.285420   0.323879  +0.001528   0.767341\nvel_var            0.002490   0.002461  +0.000008   0.000320\nvorticity_mean     0.026818   0.027356  +0.003737   0.011236\nstress_xx         -0.001327  -0.001446  -0.000076   0.000959\nstress_yy          0.001345   0.001357  -0.000075   0.000504\nstress_xy         -0.000478  -0.000500  -0.000075   0.000432\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10748500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10753500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10758500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10763500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10768500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10773500] asymmetry exceeds the 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": "2026-06-08T03:21:37Z", "turn": 2142, "cycle": 10783500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10783500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.3W  util=24%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.387300   0.396319  -0.021900   0.026600\nasymmetry        859.256700 869.312492  -2.072800  25.856300\nvel_mean           0.219963   0.221342  -0.000443   0.004388\nvel_max            0.289903   0.522046  -0.001450   1.431502\nvel_var            0.002526   0.002465  -0.000015   0.000429\nvorticity_mean     0.031993   0.027189  +0.003075   0.011003\nstress_xx         -0.001488  -0.001462  +0.000126   0.000884\nstress_yy          0.001394   0.001412  +0.000090   0.000456\nstress_xy         -0.000521  -0.000506  +0.000064   0.000448\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10753500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10758500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10763500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10768500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10773500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10778500] asymmetry exceeds the 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": "2026-06-08T03:22:44Z", "turn": 2143, "cycle": 10788500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10788500  omega=1.97  khra=0.03  gixx=0.008\ngpu=44C  54.8W  util=6%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.388900   0.387238  +0.001400   0.006000\nasymmetry        727.036500 737.482276 -13.756900  28.489600\nvel_mean           0.221819   0.221757  +0.002023   0.004184\nvel_max            0.293366   0.576491  -0.311269   1.341496\nvel_var            0.002373   0.002438  -0.000201   0.000390\nvorticity_mean     0.029544   0.026909  -0.002578   0.010956\nstress_xx         -0.001429  -0.001371  +0.000283   0.000682\nstress_yy          0.001268   0.001293  +0.000053   0.000408\nstress_xy         -0.000550  -0.000497  +0.000069   0.000339\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10758500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10763500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10768500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10773500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10778500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10783500] asymmetry exceeds the 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": "2026-06-08T03:23:51Z", "turn": 2144, "cycle": 10793500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10793500  omega=1.97  khra=0.03  gixx=0.008\ngpu=44C  78.7W  util=10%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.388600   0.403898  +0.007200   0.047900\nasymmetry        767.877500 717.974930 -73.792400 189.501800\nvel_mean           0.222620   0.221008  +0.000624   0.005383\nvel_max            0.519535   0.696169  -0.135636   2.836596\nvel_var            0.002402   0.002513  +0.000005   0.000531\nvorticity_mean     0.022852   0.027102  -0.005267   0.010961\nstress_xx         -0.001455  -0.001327  +0.000366   0.001180\nstress_yy          0.001277   0.001313  +0.000124   0.000543\nstress_xy         -0.000576  -0.000490  +0.000133   0.000471\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10763500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10768500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10773500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10778500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10783500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10788500] asymmetry exceeds the 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": "2026-06-08T03:24:59Z", "turn": 2145, "cycle": 10798500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10798500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  52.5W  util=26%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.384400   0.381065  +0.000100   0.015800\nasymmetry        881.266300 867.882361 +62.046300  99.801800\nvel_mean           0.221435   0.221258  -0.000361   0.005001\nvel_max            0.958610   0.550918  -0.682958   2.013416\nvel_var            0.002550   0.002494  -0.000038   0.000500\nvorticity_mean     0.022905   0.027021  +0.000853   0.011245\nstress_xx         -0.001377  -0.001428  -0.000026   0.001002\nstress_yy          0.001364   0.001380  -0.000101   0.000439\nstress_xy         -0.000447  -0.000503  +0.000020   0.000402\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10768500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10773500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10778500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10783500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10788500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10793500] asymmetry exceeds the 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": "2026-06-08T03:26:09Z", "turn": 2146, "cycle": 10803500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10803500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  44.3W  util=33%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.386400   0.382349  +0.007600   0.014300\nasymmetry        844.802700 850.125320  +6.329100  45.938400\nvel_mean           0.220223   0.221119  -0.001927   0.005546\nvel_max            0.356686   0.718440  +0.071825   2.220610\nvel_var            0.002559   0.002505  +0.000153   0.000541\nvorticity_mean     0.028853   0.027067  +0.005173   0.010983\nstress_xx         -0.001728  -0.001430  -0.000597   0.001054\nstress_yy          0.001221   0.001374  -0.000284   0.000501\nstress_xy         -0.000582  -0.000490  -0.000187   0.000434\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10773500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10778500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10783500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10788500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10793500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10798500] asymmetry exceeds the 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": "2026-06-08T03:27:26Z", "turn": 2147, "cycle": 10808500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10808500  omega=1.97  khra=0.03  gixx=0.008\ngpu=44C  78.3W  util=11%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.402900   0.405608  -0.006000   0.012000\nasymmetry        508.333800 546.490758 -78.323900  80.528500\nvel_mean           0.219426   0.221286  -0.000325   0.004978\nvel_max            0.878194   0.660878  +0.591348   1.826058\nvel_var            0.002608   0.002485  +0.000037   0.000428\nvorticity_mean     0.032096   0.026933  +0.001500   0.011090\nstress_xx         -0.001060  -0.001148  +0.000041   0.000474\nstress_yy          0.001073   0.001129  -0.000046   0.000272\nstress_xy         -0.000415  -0.000436  +0.000001   0.000259\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10778500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10783500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10788500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10793500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10798500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10803500] asymmetry exceeds the 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": "2026-06-08T03:28:34Z", "turn": 2148, "cycle": 10813500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10813500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  52.5W  util=39%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.503500   0.491797  +0.025500   0.025600\nasymmetry        225.497600 254.604648 -67.773800  67.773800\nvel_mean           0.222330   0.221483  +0.001875   0.004432\nvel_max            0.287946   0.306279  -0.002564   0.636183\nvel_var            0.002291   0.002431  -0.000162   0.000322\nvorticity_mean     0.027950   0.027237  -0.004281   0.010906\nstress_xx         -0.000875  -0.000914  +0.000073   0.000222\nstress_yy          0.000885   0.000922  -0.000019   0.000188\nstress_xy         -0.000301  -0.000317  +0.000027   0.000118\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10783500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10788500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10793500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10798500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10803500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10808500] asymmetry exceeds the 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": "2026-06-08T03:29:38Z", "turn": 2149, "cycle": 10818500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10818500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  43.4W  util=34%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.451500   0.447494  +0.005500   0.008500\nasymmetry        370.530400 364.293906 +20.797300  28.691300\nvel_mean           0.222754   0.221634  +0.000298   0.004576\nvel_max            0.284497   0.299616  -0.003877   0.364106\nvel_var            0.002445   0.002432  +0.000102   0.000407\nvorticity_mean     0.022151   0.027071  -0.004055   0.010910\nstress_xx         -0.001169  -0.001028  -0.000260   0.000480\nstress_yy          0.000937   0.001016  -0.000138   0.000279\nstress_xy         -0.000442  -0.000371  -0.000142   0.000241\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10788500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10793500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10798500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10803500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10808500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10813500] asymmetry exceeds the 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": "2026-06-08T03:30:49Z", "turn": 2150, "cycle": 10823500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10823500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  46.8W  util=34%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.400500   0.417965  -0.057500   0.058200\nasymmetry        578.668200 497.140820 +197.051700 198.364400\nvel_mean           0.221137   0.221414  -0.002132   0.005234\nvel_max            1.549184   0.881387  +1.265232   2.328296\nvel_var            0.002578   0.002479  +0.000249   0.000476\nvorticity_mean     0.024014   0.027011  +0.002183   0.010979\nstress_xx         -0.000833  -0.001104  +0.000044   0.000878\nstress_yy          0.001428   0.001136  +0.000307   0.000496\nstress_xy         -0.000244  -0.000404  +0.000090   0.000340\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10793500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10798500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10803500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10808500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10813500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10818500] asymmetry exceeds the 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": "2026-06-08T03:32:01Z", "turn": 2151, "cycle": 10828500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10828500  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  43.3W  util=35%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.393000   0.394772  -0.002100   0.015100\nasymmetry        791.153400 742.664792 +87.404900  90.704300\nvel_mean           0.220119   0.221495  -0.001283   0.004640\nvel_max            0.288974   0.509337  +0.003136   1.798657\nvel_var            0.002560   0.002453  +0.000097   0.000427\nvorticity_mean     0.030615   0.027083  +0.005226   0.011026\nstress_xx         -0.001639  -0.001367  -0.000477   0.000678\nstress_yy          0.001232   0.001287  -0.000118   0.000398\nstress_xy         -0.000607  -0.000513  -0.000167   0.000315\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10798500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10803500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10808500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10813500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10818500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10823500] asymmetry exceeds the 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": "2026-06-08T03:33:15Z", "turn": 2152, "cycle": 10833500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=10833500  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  53.1W  util=15%\n\nmetric                  now       mean      delta      range\n----------------------------------------------------------\ncoherence          0.391900   0.398159  -0.021300   0.024400\nasymmetry        824.495600 807.274009 +14.763800  46.544500\nvel_mean           0.219792   0.221429  +0.000081   0.004648\nvel_max            0.290632   0.351869  +0.002997   1.071454\nvel_var            0.002605   0.002449  +0.000071   0.000416\nvorticity_mean     0.031962   0.027157  +0.000060   0.011132\nstress_xx         -0.001860  -0.001433  -0.000357   0.001212\nstress_yy          0.001196   0.001400  -0.000026   0.000526\nstress_xy         -0.000696  -0.000490  -0.000176   0.000499\n\nPAST OBSERVATIONS (most recent last):\n[cycle 10803500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10808500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10813500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10818500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10823500] asymmetry exceeds the baseline range of 12.1..12.6 by 0.267900, starting at cycle 3418500, consistently across the last 10 cycles at cycle 4998500.\n\n[cycle 10828500] asymmetry exceeds the 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."}
diff --git a/traj/tension_20260608T062437/progress.log b/traj/tension_20260608T062437/progress.log
index 2256d78..0685052 100644
--- a/traj/tension_20260608T062437/progress.log
+++ b/traj/tension_20260608T062437/progress.log
@@ -210,3 +210,61 @@
 [2026-06-08T09:32:03]   arm T 1702/43192 (3.9%)  rate=3.9min/s  ETA=176.7min  asym=716.761  latest_tel_age=6740ms  tel_seen=81426
 [2026-06-08T09:33:08]   arm T 1920/43192 (4.4%)  rate=3.8min/s  ETA=179.1min  asym=508.427  latest_tel_age=6622ms  tel_seen=81914
 [2026-06-08T09:34:13]   arm T 2207/43192 (5.1%)  rate=3.9min/s  ETA=174.9min  asym=754.242  latest_tel_age=15ms  tel_seen=82386
+[2026-06-08T09:35:19]   arm T 2424/43192 (5.6%)  rate=3.8min/s  ETA=176.6min  asym=558.507  latest_tel_age=6682ms  tel_seen=82867
+[2026-06-08T09:36:24]   arm T 2712/43192 (6.3%)  rate=3.9min/s  ETA=173.0min  asym=568.100  latest_tel_age=6712ms  tel_seen=83295
+[2026-06-08T09:37:24]   arm T 2943/43192 (6.8%)  rate=3.9min/s  ETA=172.2min  asym=572.466  latest_tel_age=6699ms  tel_seen=83710
+[2026-06-08T09:38:24]   arm T 3175/43192 (7.4%)  rate=3.9min/s  ETA=171.3min  asym=844.633  latest_tel_age=6740ms  tel_seen=84126
+[2026-06-08T09:39:24]   arm T 3408/43192 (7.9%)  rate=3.9min/s  ETA=170.4min  asym=693.403  latest_tel_age=6764ms  tel_seen=84547
+[2026-06-08T09:40:29]   arm T 3624/43192 (8.4%)  rate=3.9min/s  ETA=171.2min  asym=445.111  latest_tel_age=32ms  tel_seen=85012
+[2026-06-08T09:41:29]   arm T 3855/43192 (8.9%)  rate=3.9min/s  ETA=170.2min  asym=271.695  latest_tel_age=6653ms  tel_seen=85432
+[2026-06-08T09:42:34]   arm T 4073/43192 (9.4%)  rate=3.8min/s  ETA=170.6min  asym=488.899  latest_tel_age=54ms  tel_seen=85887
+[2026-06-08T09:43:39]   arm T 4287/43192 (9.9%)  rate=3.8min/s  ETA=171.1min  asym=600.785  latest_tel_age=6638ms  tel_seen=86338
+[2026-06-08T09:44:40]   arm T 4519/43192 (10.5%)  rate=3.8min/s  ETA=169.9min  asym=542.545  latest_tel_age=6705ms  tel_seen=86773
+[2026-06-08T09:45:40]   arm T 4750/43192 (11.0%)  rate=3.8min/s  ETA=168.8min  asym=536.579  latest_tel_age=6826ms  tel_seen=87192
+[2026-06-08T09:46:40]   arm T 4981/43192 (11.5%)  rate=3.8min/s  ETA=167.7min  asym=643.034  latest_tel_age=6691ms  tel_seen=87614
+[2026-06-08T09:47:40]   arm T 5283/43192 (12.2%)  rate=3.9min/s  ETA=164.0min  asym=596.787  latest_tel_age=6655ms  tel_seen=88036
+[2026-06-08T09:48:40]   arm T 5515/43192 (12.8%)  rate=3.9min/s  ETA=163.0min  asym=387.586  latest_tel_age=1ms  tel_seen=88457
+[2026-06-08T09:49:45]   arm T 5728/43192 (13.3%)  rate=3.8min/s  ETA=163.1min  asym=261.079  latest_tel_age=6824ms  tel_seen=88921
+[2026-06-08T09:50:45]   arm T 5959/43192 (13.8%)  rate=3.8min/s  ETA=162.1min  asym=392.574  latest_tel_age=6743ms  tel_seen=89338
+[2026-06-08T09:51:50]   arm T 6243/43192 (14.5%)  rate=3.8min/s  ETA=160.0min  asym=476.068  latest_tel_age=6770ms  tel_seen=89785
+[2026-06-08T09:52:52]   arm T 6495/43192 (15.0%)  rate=3.9min/s  ETA=158.6min  asym=621.979  latest_tel_age=7028ms  tel_seen=90217
+[2026-06-08T09:53:52]   arm T 6728/43192 (15.6%)  rate=3.9min/s  ETA=157.5min  asym=875.052  latest_tel_age=41ms  tel_seen=90682
+[2026-06-08T09:54:52]   arm T 6959/43192 (16.1%)  rate=3.9min/s  ETA=156.5min  asym=909.452  latest_tel_age=13ms  tel_seen=91113
+[2026-06-08T09:55:56]   arm T 7151/43192 (16.6%)  rate=3.8min/s  ETA=156.8min  asym=828.352  latest_tel_age=6687ms  tel_seen=91509
+[2026-06-08T09:56:58]   arm T 7336/43192 (17.0%)  rate=3.8min/s  ETA=157.2min  asym=733.514  latest_tel_age=6934ms  tel_seen=91946
+[2026-06-08T09:58:01]   arm T 7526/43192 (17.4%)  rate=3.8min/s  ETA=157.4min  asym=610.559  latest_tel_age=6711ms  tel_seen=92396
+[2026-06-08T09:59:01]   arm T 7756/43192 (18.0%)  rate=3.8min/s  ETA=156.3min  asym=503.572  latest_tel_age=6695ms  tel_seen=92809
+[2026-06-08T10:00:01]   arm T 8056/43192 (18.7%)  rate=3.8min/s  ETA=153.6min  asym=349.727  latest_tel_age=6633ms  tel_seen=93231
+[2026-06-08T10:01:04]   arm T 8313/43192 (19.2%)  rate=3.8min/s  ETA=152.1min  asym=529.264  latest_tel_age=7006ms  tel_seen=93668
+[2026-06-08T10:02:04]   arm T 8545/43192 (19.8%)  rate=3.8min/s  ETA=151.0min  asym=626.922  latest_tel_age=69ms  tel_seen=94133
+[2026-06-08T10:03:04]   arm T 8773/43192 (20.3%)  rate=3.8min/s  ETA=150.1min  asym=700.186  latest_tel_age=27ms  tel_seen=94553
+[2026-06-08T10:04:04]   arm T 9002/43192 (20.8%)  rate=3.8min/s  ETA=149.1min  asym=874.180  latest_tel_age=6ms  tel_seen=94982
+[2026-06-08T10:05:09]   arm T 9216/43192 (21.3%)  rate=3.8min/s  ETA=148.7min  asym=987.106  latest_tel_age=6932ms  tel_seen=95398
+[2026-06-08T10:06:12]   arm T 9401/43192 (21.8%)  rate=3.8min/s  ETA=148.8min  asym=746.901  latest_tel_age=6698ms  tel_seen=95810
+[2026-06-08T10:07:17]   arm T 9685/43192 (22.4%)  rate=3.8min/s  ETA=146.9min  asym=738.457  latest_tel_age=60ms  tel_seen=96262
+[2026-06-08T10:08:17]   arm T 9914/43192 (23.0%)  rate=3.8min/s  ETA=145.9min  asym=524.105  latest_tel_age=6781ms  tel_seen=96682
+[2026-06-08T10:09:22]   arm T 10198/43192 (23.6%)  rate=3.8min/s  ETA=144.2min  asym=370.256  latest_tel_age=6787ms  tel_seen=97146
+[2026-06-08T10:10:27]   arm T 10481/43192 (24.3%)  rate=3.8min/s  ETA=142.4min  asym=556.747  latest_tel_age=6771ms  tel_seen=97599
+[2026-06-08T10:11:27]   arm T 10712/43192 (24.8%)  rate=3.8min/s  ETA=141.4min  asym=704.884  latest_tel_age=6761ms  tel_seen=98018
+[2026-06-08T10:12:27]   arm T 10944/43192 (25.3%)  rate=3.8min/s  ETA=140.4min  asym=748.388  latest_tel_age=99ms  tel_seen=98484
+[2026-06-08T10:13:27]   arm T 11170/43192 (25.9%)  rate=3.8min/s  ETA=139.5min  asym=845.086  latest_tel_age=6759ms  tel_seen=98855
+[2026-06-08T10:14:27]   arm T 11398/43192 (26.4%)  rate=3.8min/s  ETA=138.5min  asym=663.205  latest_tel_age=6ms  tel_seen=99276
+[2026-06-08T10:15:33]   arm T 11681/43192 (27.0%)  rate=3.8min/s  ETA=136.9min  asym=633.603  latest_tel_age=6678ms  tel_seen=99728
+[2026-06-08T10:16:33]   arm T 11912/43192 (27.6%)  rate=3.8min/s  ETA=135.9min  asym=724.889  latest_tel_age=137ms  tel_seen=100192
+[2026-06-08T10:17:33]   arm T 12137/43192 (28.1%)  rate=3.8min/s  ETA=134.9min  asym=467.005  latest_tel_age=6763ms  tel_seen=100563
+[2026-06-08T10:18:38]   arm T 12347/43192 (28.6%)  rate=3.8min/s  ETA=134.5min  asym=370.663  latest_tel_age=48ms  tel_seen=101013
+[2026-06-08T10:19:38]   arm T 12574/43192 (29.1%)  rate=3.8min/s  ETA=133.5min  asym=667.886  latest_tel_age=6741ms  tel_seen=101437
+[2026-06-08T10:20:43]   arm T 12856/43192 (29.8%)  rate=3.8min/s  ETA=131.9min  asym=866.279  latest_tel_age=5ms  tel_seen=101887
+[2026-06-08T10:21:48]   arm T 13138/43192 (30.4%)  rate=3.8min/s  ETA=130.4min  asym=838.104  latest_tel_age=93ms  tel_seen=102331
+[2026-06-08T10:22:53]   arm T 13406/43192 (31.0%)  rate=3.8min/s  ETA=129.0min  asym=730.157  latest_tel_age=6765ms  tel_seen=102812
+[2026-06-08T10:23:58]   arm T 13618/43192 (31.5%)  rate=3.8min/s  ETA=128.5min  asym=783.020  latest_tel_age=6771ms  tel_seen=103299
+[2026-06-08T10:24:58]   arm T 13846/43192 (32.1%)  rate=3.8min/s  ETA=127.5min  asym=910.766  latest_tel_age=12ms  tel_seen=103735
+[2026-06-08T10:26:04]   arm T 14055/43192 (32.5%)  rate=3.8min/s  ETA=127.0min  asym=849.332  latest_tel_age=6815ms  tel_seen=104211
+[2026-06-08T10:27:09]   arm T 14261/43192 (33.0%)  rate=3.8min/s  ETA=126.5min  asym=549.208  latest_tel_age=6812ms  tel_seen=104673
+[2026-06-08T10:28:09]   arm T 14488/43192 (33.5%)  rate=3.8min/s  ETA=125.5min  asym=282.485  latest_tel_age=6796ms  tel_seen=105109
+[2026-06-08T10:29:09]   arm T 14715/43192 (34.1%)  rate=3.8min/s  ETA=124.5min  asym=350.940  latest_tel_age=6731ms  tel_seen=105554
+[2026-06-08T10:30:09]   arm T 14942/43192 (34.6%)  rate=3.8min/s  ETA=123.5min  asym=376.195  latest_tel_age=6764ms  tel_seen=105968
+[2026-06-08T10:31:09]   arm T 15169/43192 (35.1%)  rate=3.8min/s  ETA=122.6min  asym=674.692  latest_tel_age=6845ms  tel_seen=106397
+[2026-06-08T10:32:14]   arm T 15449/43192 (35.8%)  rate=3.8min/s  ETA=121.1min  asym=820.420  latest_tel_age=6738ms  tel_seen=106845
+[2026-06-08T10:33:19]   arm T 15728/43192 (36.4%)  rate=3.8min/s  ETA=119.6min  asym=810.369  latest_tel_age=6743ms  tel_seen=107272
+[2026-06-08T10:34:19]   arm T 15954/43192 (36.9%)  rate=3.8min/s  ETA=118.7min  asym=989.039  latest_tel_age=6908ms  tel_seen=107677