DARPA Wrote the Pandemic Playbook in 2001 — And It All Starts Inside a Computer

In this Modernity.News article, Jon Fleetwood reveals that DARPA’s little-known 2001 Biofutures study proposed shifting biology itself into computational models years before PROPHECY, DEFUSE, or any COVID-era programs, establishing the in-silico philosophy that later defined the agency’s pandemic portfolio.

• Nearly a decade before PROPHECY, DARPA funded the June 2001 JASON advisory group report titled Biofutures to explore computer modeling of cellular biochemical networks and the broader role of modeling in biology.
• The study never mentions pandemics, coronaviruses, or viral surveillance; instead it asks how biology as a discipline should change as computational power grows.
• Authors argue that reductionist models from the physical sciences may not be the right paradigm and suggest methodologies from operations research or electrical engineering could prove more relevant.
• The report envisions using the genomes of over 36 organisms to construct “in silico” computer models capable of predicting organism responses to drugs, environmental changes, or gene knockouts.
• Such models would aid rational drug design, guide biological research, and even enable the design of cells that sense harmful environmental factors or switch behaviors.
• Central recommendation: laboratories should run computer simulations to identify the most promising research avenues before moving to the wet lab, creating an ongoing dialogue between models and experiments.
• The authors go further, proposing that scientists can substitute the computational model for the biological system and perform experiments that would be impossible, difficult, or costly on living material.
• Models would force re-prioritization of experimental work, spur measurement of key quantities, and drive standardization of data reporting formats.
• The identical model-first sequence—predict, experimentally validate, refine, implement—reappears in later DARPA programs including PROPHECY, ADEPT, the Pandemic Prevention Platform (P3), PREEMPT, and the DARPA-funded DEFUSE proposal.
• Biofutures thus documents the foundational computational philosophy that later programs applied specifically to predicting future viruses, designing countermeasures from sequence data alone, and guiding preventive strategies.

Read the full story:
https://modernity.news/2026/07/21/darpa-wrote-the-pandemic-playbook-in-2001-and-it-all-starts-inside-a-computer/