Public technical results where the problem, evaluation contract, and accepted improvement can be inspected together.
A five-node integration rule is compared against a fixed baseline, with both the acceptance score and direct residual errors exposed.
A scheduling dispatch rule is evaluated against PSPLIB J30 optima, reducing the governed score while preserving feasibility.
A 26-circle unit-square packing is validated as a deterministic geometry artifact, with the public chain and contact structure exposed.
A routing policy is replayed against LightSABRE on a frozen 72-case portfolio across Q20, Willow, and Heron-FEZ targets.
A BESS dispatch policy is challenged offline against commercial baselines, oracle headroom, downside risk, degradation proxy, and hard constraint checks.