Hierarchical certification framework (5-gate TrueWriterScore) for programmable genome editors, with sensitivity analysis, cross-pipeline triangulation, and a RAG Q&A layer over the PEN-STACK.
python machine-learning bioinformatics ruff genome-editing genetic-engineering pre-registration streamlit is110 rag-llm agentic-ai pen-stack bridge-recombinase certification-framework true-writer pen-compare molecular-pen writer-not-scissors bridge-rna
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Updated
Jul 16, 2026 - Python