Implementation of FoldMark: Safeguarding Protein Structure Generative Models with Distributional and Evolutionary Watermarking
-
Updated
Nov 4, 2026 - Python
#
biosafety
Here are 19 public repositories matching this topic...
AI in Biosecurity: Dual-Use Risks and Governance Gaps — a defensive, non-operational policy explainer from a security-engineering lens. Author: Krishita Sanjay Choksi.
threat-modeling ai-safety security-engineering explainer ai-policy biosecurity ai-governance biosafety dual-use dna-synthesis-screening biosecurity-policy
-
Updated
Aug 26, 2026 - TeX
Safety concept for Global Health Engineering
-
Updated
Nov 2, 2026 - JavaScript
Deterministic synthetic fixtures and hard-gate scoring for agentic biosafety safeguard routing.
-
Updated
Oct 11, 2026 - Python
The assurance toolkit. Log-reduction and SAL, a PASS/FAIL verdict, and an exportable cycle log. Runs in any browser, no install.
laboratory calculator offline-first vanilla-javascript microbiology no-dependencies single-file autoclave privacy-first infection-control asepsis sterilization biosafety sterility-assurance d-value
-
Updated
Jun 19, 2026 - HTML
Calibrated, cost-aware DBTL orchestration for biology with external trust routing, fail-closed biosafety screening, and reproducible evaluation.
-
Updated
Aug 28, 2026 - Python
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
-
Updated
May 14, 2026
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
-
Updated
Jun 16, 2026 - Python
Regulatory compliance verification for human genetic resources. Domain Profile (RESERVED) - Human genetic resource approval routing.
mcp bio compliance regulatory reserved privacy-by-design genetic-resources approval-routing ai-governance biosafety domain-profile hgrac
-
Updated
Oct 18, 2026
The optimizer. Designs the leanest aseptic protocol for a target sterility level — pricing in correlated barrier failures and over-treatment. One HTML file.
offline-first reliability-engineering optimization vanilla-javascript zero-dependency risk-assessment decision-support single-file patient-safety defense-in-depth infection-control source-available asepsis risk-modeling sterilization browser-tool biosafety pareto-optimization common-cause-failure sterility-assurance
-
Updated
Jun 19, 2026 - HTML
Mapping the distribution of high-containment laboratories and projected climate-related hazards
-
Updated
Nov 21, 2025 - HTML
Staged quarantine and release-observation planner for engineered organisms.
python synthetic-biology edna release-planning biosafety ecological-monitoring quarantine-staging engineered-organisms risk-scheduling
-
Updated
Jun 11, 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
-
Updated
Nov 1, 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
-
Updated
Sep 14, 2026 - Python
Public runtime library for microorganism risk-reference data derived from NITE/MRINDA.
-
Updated
Aug 24, 2026 - Python
The full engine. Offline single-file tool: minimum-sufficient dose, gentlest effective method, cheapest barrier stack, and a timestamped verification log.
javascript html calculator offline-first protocol zero-dependency microbiology single-file infection-control asepsis sterilization disinfection lab-tools biosafety sterility-assurance
-
Updated
Jun 28, 2026 - HTML
Open-ended benchmark and evaluation framework for biological reasoning in LLMs: 12 components, 400 tasks, deterministic dataset release.
benchmark bioinformatics biology calibration reproducibility llm-evaluation biosafety scientific-reasoning
-
Updated
Jul 13, 2026 - Python
Add this topic to your repo
To associate your repository with the biosafety topic, visit your repo's landing page and select "manage topics."