healdette / modules /validate_ethics.py
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def validate_ethics(simulation_result, cultural_models=['Ubuntu', 'Indigenous', 'Western']):
validated = []
rejected = []
for binder in simulation_result.get("validated_binders", []):
seq = binder["sequence"]
dual_use_flag = any(keyword in seq for keyword in ["TOX", "VIR", "KILL"])
if dual_use_flag:
binder["ethics_status"] = "rejected"
binder["ethos_trace"] = "Rejected due to potential dual-use risk: toxic or viral motif match"
rejected.append(binder)
else:
binder["ethics_status"] = "approved"
binder["ethos_trace"] = "Passed ethical review: no dual-use motifs detected"
binder["ethical_models_considered"] = cultural_models
validated.append(binder)
return {"validated_binders": validated, "ethics_rejections": rejected}