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biosecurity

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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.

  • Updated Apr 29, 2026
  • Jupyter Notebook

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.

  • Updated Jul 26, 2026
  • Rust

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.

  • Updated Aug 4, 2026
  • Python

Valthos is a New York City-based biodefense company developing frontier AI systems that identify biological threats and design medical countermeasures in real time. The company emerged from stealth in October 2025 with $30 million in backing from the OpenAI Startup Fund, Lux Capital, and Founders Fund, with a founding team drawn from Palantir…

  • Updated Aug 4, 2026

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