| # Source custody |
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| This public repository is a release derivative of a frozen exposed-development artifact. |
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| ## Source hashes |
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| - Frozen source implementation SHA-256: `b53fc86de2e0d23f4d0bc571397d872fefdc0e821e6d0437236fcc5e4bbb344b` |
| - Locally retrieved source implementation SHA-256: `b53fc86de2e0d23f4d0bc571397d872fefdc0e821e6d0437236fcc5e4bbb344b` |
| - Original result bundle SHA-256: `32603e85e999315e8f14b39d83bbfab653c80a2e1763e17106cc47a16231bba1` |
| - Source aggregate summary SHA-256: `1fe0221288b19ed700f3e1c1edbba49d70efe151175bc4457be4c3c7217bc9cb` |
| - Source per-seed summary SHA-256: `55ddca42dc966b1c39cf7756aa1d03d46c9bb135664cf9b67066eb79864214a5` |
| - Source episode summary SHA-256: `bbb5a7376deec3cb1ee01b00651be889f8cca566301f81fa2bf1fd31ef3ef1c1` |
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| The frozen source implementation was Drive round-trip verified before scientific seed `205001` opened. |
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| ## Public-release-only changes |
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| The public code/protocol/result copies are intentionally **not byte-identical** to the frozen artifacts. Release-layer changes are limited to removal of private nomenclature and internal Drive identifiers, neutral public filenames/output paths, public-facing claim wording, and a lightweight Colab wrapper. The numerical constants, seed range, generator, SGD implementation, condition logic, gradient-norm control, checkpoints, and result values are unchanged. |
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