Receipts first · release 9d80ee99

Six atoms. Public audit.

This is the public evidence surface for Forge’s flagship demonstration. It publishes the proposal audit, frozen confirmation, exact artifacts, and checkers with SHA-256 receipts. It does not claim a new deployed-model performance breakthrough.

Checked outcome

64 combinationsEvery subset of six frozen model changes.
8,192 forwardsProposal surface: 64 documents × 2 windows × 64 masks.
Candidate rejectedThe compact rule selected a move already falsified on unused data. Do not scale.
17 / 17 routedThe conditional exchange improved every rerouted confirmation document.

Proposal audit: a useful “no”

The observed higher-precision aggregate was almost cubic, but exact support was maximally tangled and every proposal document came from one source cluster. Its compact rule selected the all-atom move, which had already failed a prospective unused-data test. The checked decision was no optimizer change and no paid scaling.

Read MJ-13, the full proposal-only structure audit.

Frozen confirmation: actions transferred; explanations did not

All three preregistered within-source comparisons passed the exact Holm family. But the re-estimated pairwise and Gibbs parameter maps changed. The strongest surviving mechanism is narrower: a probe router isolated 17 documents where exchanging one atom for another improved all 17, while always taking that exchange was worse overall.

Read MJ-15, the confirmation and conditional-exchange revision.

Reproducibility boundary

The published bundle byte-replays the hash-bound structure cubes and their derived results. The original model and corpus bytes are not public artifacts, so this bundle does not rerun the original production forwards. The source and executable fingerprints used for those forwards remain bound in the frozen contracts.

Documents 200–212 remain unread. Cross-source transfer is not established.

Replay the public bundle

Download the files below while preserving their paths under one directory, then run:

node scripts/check-production-atomic-structure-v1.mjs
node scripts/check-production-atomic-ising-v1.mjs
node scripts/check-production-atomic-ising-confirmation-v1.mjs

Download the machine-readable SHA-256 manifest.

Published files

Public fileSHA-256Bytes
research/mathematical-journal/MJ-2026-07-15-13-six-atom-structure-audit.md 6190493d5a9f4c080429356f8f101441a326435fca12abc15a4124aec490ca9d 10,041
research/mathematical-journal/MJ-2026-07-15-14-quenched-document-ising-theory.md b5ca875231f9af6dc131b4e37ceef1153f78bad68c4dc293fc8fb25b09971d4c 13,816
research/mathematical-journal/MJ-2026-07-15-15-conditional-exchange-confirmation.md 5b997eccfcd3dca7cd22aef3b5666049a3aadd8b84849f62d2dd7262d0f39044 11,192
docs/deterministic-ising-audit-v1.md 9cb6a0ddff9877998119e3c1a6d2e369c0042af69cc82f875e397865d067a5bb 3,686
crates/nsrl-train/src/production/training.rs b3a78b16509d745aff433a1b5c2a61bb1e7e8b235666c780fa686fb3e4e6e9b7 62,944
benchmarks/production-model-v1/p10m-atomic-structure-proposal-v1-contract.json a55fa73adf8c2650e36cc367dcae6aca1fec87a6bb422fa337e0d0b00a306184 1,504
benchmarks/production-model-v1/p10m-atomic-structure-proposal-v1.json 7d7432057cfa2b86796abdcaf73604541699a9fed1a939a57ad94b42bf9ce7ca 58,100
benchmarks/production-model-v1/p10m-atomic-harmonics-proposal-v1.json 9be71c324e8567ad374f01df86db7d33e0205bd7d12821670d12f3acca199209 249,445
benchmarks/production-model-v1/p10m-atomic-ising-audit-v1-contract.json 18b2e0bf250e3cd752185b9ec48423775ed34d4344916dcde3ee5fb7a0898bd8 3,006
benchmarks/production-model-v1/p10m-atomic-ising-audit-v1.json eeb13f8ff04fd438b4d50107751c54f87757d0925fbdefcbbb4d5f9f40f96bb7 51,138
benchmarks/production-model-v1/p10m-atomic-structure-confirmation-v1-contract.json 37951ceda0e6e10015c8de8cbdb10f137354d03ea893f64612ef9ae94262bb73 1,504
benchmarks/production-model-v1/p10m-atomic-structure-confirmation-v1.json 353fff30b136bfbfe68130740a97ed60c89c99c5a71a499b68bb514b23475e7e 58,486
benchmarks/production-model-v1/p10m-atomic-ising-confirmation-v1-contract.json 57084a50c82883cb7d6c6d449b699cf793d495e293cf33ea1318b04aad71c9ce 4,284
benchmarks/production-model-v1/p10m-atomic-ising-confirmation-v1.json 106f4724056a483d84e9ee2cd178fa54a7164ed85ad6475770cea172e7dbf0a3 6,244
benchmarks/production-model-v1/p10m-atomic-conditional-exchange-confirmation-v1.json 2e6a23b09a2ff060b0a2ca5cd5f4adb160fafdf7e5972a6df65ab3d5a02418e2 10,209
scripts/check-production-atomic-structure-v1.mjs f9ea5678026dcacc7c074b8ea736dba2a9f778d11f155db414bdfd45cfe70174 13,117
scripts/analyze-production-atomic-harmonics-v1.mjs 6b678aacbb8f7ffe695c1046e32c874d0c868418119455720d727ac658d15f15 9,011
scripts/analyze-production-atomic-ising-v1.mjs 8a0a3766a94f1519fa072e9168dc43477a58be8feec5da49696190f2ebf3e740 4,270
scripts/check-production-atomic-ising-v1.mjs fee46cb8d7c5d57771c688cd2a3d524d93ee5790c1a844218ba3efabe2458ba7 13,603
scripts/analyze-production-atomic-ising-confirmation-v1.mjs 2dfcce6489f53054194e36dff569654aeae79e31b8b8bab653ce43f4ffddb37e 12,298
scripts/check-production-atomic-ising-confirmation-v1.mjs ee37ac44c8b50f7aa0b5b4e4433931f3021a9db0385801ab0bb9c3a9c62d9e63 9,800
scripts/analyze-production-conditional-exchange-v1.mjs 72b8904433adfdf1527c0865ca1466f4b73d0315a12a94444a95c89437a48a67 8,386
scripts/lib/production-atomic-ising-v1.mjs e19d478df519ca2cbc0cae16379633c467906671fe6286113574f67deedbe996 13,392