BYOK Harness Verification

BYOK matched-live is the public verification path.Bring your own key. Run the harness.Samples, routes, raw outputs, logs, scorer context, and manifest stay attached.

Public BBEH preview

No key required. Limited 20-sample preview; use Full500 BYOK for board-depth verification.

The free preview is available. Start the 20-sample route when ready.

Preparing preview 0%

Ready. Start the 20-sample route when ready.

Featured executable external-corpus lane

ABCD per-turn certified skip

6,273 paired turns across 614 conversations. Arm A records 3,088 correct; certified-skip arm B records 3,195 correct: +107 correct, +1.71 points, +3.47% relative accuracy, and zero regressions. Arm-path tokens fall from 2,386,346 to 1,926,411 (-19.27%).

The 20-turn path is the low-cost preview. Full matched-live verification uses the frozen 6,273-turn cohort, one Arm-A provider call per turn, a pre-output certified carry/exact-byte fallback controller, post-lock exact scoring, and attached results, raw outputs, route log, cost summary, and manifest. OpenAI defaults to gpt-5-nano; Anthropic and Mistral use their lowest-cost listed models; xAI defaults to the current Grok 4.6 lane.

BYOK verification

Run the proof.

Company. Model. Benchmark. One verified run.

Used for this run only. Never stored.

Advanced controls

Published live lanes only.

Omar/RCC shows where structured reasoning control improves performance, where it stays neutral, and where mismatch or drift should be flagged instead of hidden.

Routed Omar/RCC is primary. Forced RCC hard is a control mode.

Loading sample counts.

Loading access state.

Run artifacts / raw output 
Ready.