Implementation of FoldMark: Safeguarding Protein Structure Generative Models with Distributional and Evolutionary Watermarking
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Apr 19, 2026 - Python
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biosafety
Here are 12 public repositories matching this topic...
Safety concept for Global Health Engineering
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Aug 21, 2025 - JavaScript
Safety-facing carve-out: PBS-stratified abstention/calibration on 5 biology domains (CT/ADMET/SC-Perturbation/ClinVar/GWAS) × 2 providers × 2 prompt conditions
gwas calibration clinical-trials clinvar ai-safety publication-bias admet abstention llm-evaluation biosafety
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May 14, 2026
Mapping the distribution of high-containment laboratories and projected climate-related hazards
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Nov 21, 2025 - HTML
Public-safe synthetic agentic bio-safeguard eval. 26 cases / 52 fixtures / 9 deterministic hard gates / Replay Ledger export. Not a capability benchmark.
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May 16, 2026 - Python
LabCraft-Eval: a stochastic Inspect AI environment for evaluating AI agents on benign molecular-microbiology protocols, with deterministic four-axis trajectory scoring.
microbiology molecular-biology ai-safety safeguards biosafety agent-evaluation inspect-ai protocol-evaluation
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Jun 2, 2026 - Python
Biological dual-use content classifier using Constitutional Classifiers methodology — biosafety constitution, synthetic data pipeline, DeBERTa-v3-base classifier
ai-safety content-moderation deberta biosecurity anthropic constitutional-ai biosafety dual-use llm-classifier nsabb
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Jun 6, 2026 - Python
Public runtime library for microorganism risk-reference data derived from NITE/MRINDA.
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Apr 9, 2026 - Python
30 machine-readable constitutional rules for biological dual-use content across 6 bio domains. JSON format for Constitutional Classifier pipeline integration.
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May 25, 2026 - Python
Empirical dual-use risk assessment of protein language models (ESM-2) and structure-based design tools (ProteinMPNN)
evaluation ai-safety biosecurity protein-language-model foundation-models biosafety evodiff esm-2 dual-use proteinmpnn ligandmpnn
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Jun 5, 2026 - Python
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