science-foundation-models

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jang1563 / llm-sfm-safety-eval

Defensive evaluation of refusal calibration when LLMs interpret science foundation model outputs, with reproducible harnesses and 24.3K outcome records.

ai-safety claude biosecurity llm-evaluation science-foundation-models refusal-calibration frontier-model-evaluation

Updated Jul 12, 2026
Python

jang1563 / bio_sfm_designer

Star

Calibrated, cost-aware DBTL orchestration for biology with external trust routing, fail-closed biosafety screening, and reproducible evaluation.

orchestration protein-design ai-for-science biosafety dbtl science-foundation-models trust-routing

Updated Jul 15, 2026
Python

jang1563 / bio-sfm-trust-audit

Star

Audit framework for LLM trust-routing over biological science foundation model outputs.

protein-structure ai-safety confidence-calibration selective-prediction llm ai-for-science trust-calibration science-foundation-models

Updated Jul 12, 2026
Python

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