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Add Helium benchmarks (finance chain + cue-swap worldview)#37

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connerlambden wants to merge 2 commits into
benchflow-ai:mainfrom
connerlambden:add-helium-benchmarks
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Add Helium benchmarks (finance chain + cue-swap worldview)#37
connerlambden wants to merge 2 commits into
benchflow-ai:mainfrom
connerlambden:add-helium-benchmarks

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@connerlambden

@connerlambden connerlambden commented Jul 2, 2026

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Why this PR

§6 (benchmark integrity): Market Resolution — frozen option-chain prompts with market-verifiable ground truth (IV, delta, parity). Listed next to LiveBench because labels come from the chain, not model grading; best frontier ~48%.

§10 (safety): Model Worldview — paired cue-swap probes for refusal/bias consistency, same design family as DecodingTrust/BBQ.

Integrations: lm-eval task · promptfoo example

Maintained by Helium Trades.

@connerlambden connerlambden force-pushed the add-helium-benchmarks branch from 770ce07 to 7054b89 Compare July 2, 2026 23:42
@connerlambden connerlambden mentioned this pull request Jul 3, 2026
@connerlambden connerlambden changed the title Add Helium open benchmarks Add Helium benchmarks (finance chain + cue-swap worldview) Jul 3, 2026
Co-authored-by: Cursor <cursoragent@cursor.com>
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