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  1. Upload logs/progress.md with huggingface_hub

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  2. Upload logs/progress.md with huggingface_hub

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  1. Few-shot optimization closeout: prototype+combo heads; WM gain confirmed K<=5; honest K>=10 tree recovery; docs+logs updated

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  2. Full autonomous run: 8 proposals with real results (few-shot WM wins K<=10; zero-shot via multi-LoD 0.67; noisy/cross-LoD solved by baseline) + all code, results, derived data

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  3. Few-shot baseline landscape: off-the-shelf methods cap at F1~0.48@K5, 0.53@K10 (ceiling 0.95) -> real headroom for a WM method

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  4. M2: reproduce official 3dSAGER matching (Bagging F1=0.946); add crawler snapshot

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  5. M0+M1: add spec, README, progress log, and deep proposal analysis

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