A free, open-source, globally available tool for DNA sequence screening

Implementation of FoldMark: Safeguarding Protein Structure Generative Models with Distributional and Evolutionary Watermarking

Injecting watermarks to protein sequences for privacy protection in biosecurity

Fast multi-threaded sequence filtration using k-mers

Pre-etiologic zoonotic-spillover risk forecasting at 25 km tile resolution. Methodology, 25-event validation cohort, bio-domain accountability framework, MCP server source. Aqta Technologies Limited (Dublin).

Reference-free, privacy-preserving wastewater pathogen surveillance for federated hospital networks. DNABERT-2 embeddings + Transformer-encoder VAE detect emerging anomaly clusters in unclassified reads. AIxBio Hackathon Track 2, Apart Research.

Reproducible, evergreen benchmark for LLM refusal on biological research prompts — 19 models, 141 prompts, 13,389 adjudicated trials

ESM-2 protein-retrieval failure-mode study with preregistered evidence, calibration analysis, and explicit curation limits.

Fruit fly introduction risk dashboard for USDA APHIS PPQ. Dual frontend: Leaflet.js geospatial dashboard + Streamlit analytics platform (Poisson GLM, Pseudo-R² 0.68). Covers 6 invasive species across air passenger & cargo pathways. USDA × CSU Hackathon 2026.

Invariant is an open-source, cryptographic command-validation firewall that sits between AI models and actuators to provide provable, deterministic safety profiles and append-only signed audit logs for physical systems like robotics and biosynthesis lines.

AI-powered livestock disease diagnosis platform using Gemini AI to analyze symptoms, map local outbreaks on a live GIS layer, and generate vet PDF reports — built as an offline-capable PWA with React, FastAPI, and MongoDB

A rule-governed, genome-writing-native biosecurity middleware that supervises agentic design AI. It inspects the plan a design agent produced, not just the final sequence, across five hazard axes and returns allow / flag-for-review / refuse with cited evidence and a signed design passport. Open-data, safe-proxy reference implementation.

A data science platform for various problems in coronavirus research.

CRC-Screen: Certified DNA-Synthesis Hazard Screening Under Taxonomic Shift

The website for biosecurity.world

AI-assisted incident reporting for wildlife, environmental, and community hazards.

Project MOSAIC provides an open-source, Protein-Aware Mock Screener tool designed to defend against "context-scrubbed" multi-agent LLM workflows.

Curated biosecurity rule taxonomy and synthetic training corpus for safety classification research.