Reward contrast: public research release v1.0.0

Versioned public release of the completed exploratory study.

Contains the 26-page paper, expanded LaTeX derivations, frozen source, raw scientific records, integrity manifests and CPU analysis reconstruction. The analysis exactly reproduces the recorded diagnostics; four focused evidence tests pass.

Penalty: 54/64 at 1,567.890625 generated tokens. Reused control: 52/64 at 1,556.6875. Tokens increased 0.719677%; principal descriptive intervals include zero. One seed, reused inspected development tasks and differing deterministic runtime controls limit interpretation. No savings, reliable accuracy gain or generalization is demonstrated.

Fresh Git history excludes private account/billing/support records, credentials, model/optimizer/RNG tensors and complete encrypted operational archives. Scientific input hashes are unchanged. Public CPU analysis reconstruction is distinct from the historical full tensor/restart audit. No prospective sealed test data are included.