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PERMANENCE training: 4-stage SFT -> gate -> GRPO -> eval pipeline
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Run 8: disable unlikeliness (Ξ²_rank=0.0) + keep Ξ²=0.04 + env-verified traces β root-cause fix for Run 7 R1 over-prediction
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Run 7: R4/R5 calibration + env precondition fix β forced variants preserved, git_push_force β R2 when no overwrite
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Run 6: forced-outcome variants + unlikeliness shaping + curriculum β break R2-only degenerate policy
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Run 4: trainable safety primitive β FS/Git/DB simulators, integrated deploy task, tech-only training
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Upload dashboard/src/App.jsx with huggingface_hub
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Upload server/app.py with huggingface_hub
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Sync: composable rubric, db_migration task, latent dynamics, dashboard
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Sync: composable rubric, db_migration task, latent dynamics, dashboard
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Upload folder using huggingface_hub
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initial commit
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