A verification and grounding layer for AI-driven genome writing. Foundation models and a grounded co-scientist agent propose edits; PEN-STACK checks each against validated tools, never a language model: where a write is safe and durable, which enzyme makes it, and where it goes off-target. Calibrated, provenance-tracked, pre-registered.
python machine-learning bioinformatics reproducible-research computational-biology open-science crispr artficial-intelligence genetic-engineering gene-therapy inverse-design genome-engineering agentic-ai safe-harbor genome-writing bridge-recombinase recombinase
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Updated
Aug 24, 2026 - Python