{ "master_sha256": "b0b2e13c3cd35512ee5955a2d9a56c22d7410e283d35dd9c90abbaa7b99279eb", "script_sha256": "ef37ff54e4a327a72d6478af6e1b7c331957df8a3a76341d65a7a8b19cb1b204", "protocol": { "state": "z is previous C, sum of previous two C mod 29, previous C minus second-previous C mod 29, or sum of previous three C mod 29. state = ((a*z+b) mod 29) mod k.", "parameter_bank": { "a": [ 1, 28 ], "b": [ 0, 28 ], "k": [ 1, 29 ], "settings_per_feature": 23548, "total_classifier_settings_per_sensitivity": 94192 }, "decoder": "D[state,C] is fixed but may be many-to-one. One shared bank or stated independent section banks. Encoder may choose homophones using state.", "bound": "Any state/current-C cell observed as a retained singleton must decode in A/I or A/I/O. Every corpus occurrence in that cell is forced into the allowed set.", "scope": "LP2 pages 0-55, all nine nonempty sections. Omit first m runes of each section. No word/page resets or skipped updates.", "transfer": "Choose minimum-forced-mass selector on sections 0,1,2,4, ties ascending a then b. Freeze selector and training constrained-cell mask; evaluate 5,6,7,8. New evaluation constraints are separately recorded. No decoding table is fitted.", "limits": "Necessary mass screen using empirical solved-text references. No actual English decoder, unknown key recovery, blind holdout or statistical significance claim. Numeric summaries and affine selectors do not cover all state functions." }, "benchmarks": { "previous": { "AI": { "groups": [ { "name": "warning", "positions": 183, "allowed_count": 19, "share": 0.10382513661202186 }, { "name": "wisdom", "positions": 156, "allowed_count": 20, "share": 0.1282051282051282 }, { "name": "koan", "positions": 777, "allowed_count": 107, "share": 0.1377091377091377 }, { "name": "divinity", "positions": 754, "allowed_count": 85, "share": 0.11273209549071618 }, { "name": "instruction", "positions": 88, "allowed_count": 7, "share": 0.07954545454545454 } ], "pooled_ratio": [ 119, 979 ], "largest_group_ratio": [ 107, 777 ], "pooled_share": 0.12155260469867211, "largest_group_share": 0.1377091377091377 }, "AIO": { "groups": [ { "name": "warning", "positions": 183, "allowed_count": 39, "share": 0.21311475409836064 }, { "name": "wisdom", "positions": 156, "allowed_count": 33, "share": 0.21153846153846154 }, { "name": "koan", "positions": 777, "allowed_count": 184, 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