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q-bio.GN2026
BioFirewall: A genome-writing-native governance layer for design-stage biosecurity screening of agentic AI
Anees Ahmed Mahaboob Ali, Radhakrishnan Delhibabu, Everette Jacob Remington Nelson
Background. Artificial-intelligence design tools now plan genome-scale edits, and agentic systems execute those plans with progressively less human oversight. Biosecurity controls…
q-bio.GN2026
PEN-STACK: A non-fabricating tool layer for language-model agents in genome writing
Anees Ahmed Mahaboob Ali, Radhakrishnan Delhibabu, Everette Jacob Remington Nelson
Background. Language-model agents are widely used in biology, but they report quantities without a verifiable source and pose unmanaged biosecurity risks. Genome writing sharpens b…