writing • AI x biology series
the biology stack
every week there is a new announcement. AI designs a drug. AI predicts a protein. AI will transform medicine.

the verification economy

most of it is noise.the narrative is running ten years ahead of the infrastructure. the models are real. the data layers that make them useful are not built yet. and the people building the models are not the people who will capture the value when biology finally digitises.

this is a four-part series about what is actually happening.

the central claim is simple: biology is the largest information system that was never digitised. that is changing now across the genome, the cell, the clinical signal, the trial architecture, simultaneously, for the first time. when it happens, the economics will reorganise the way they always do when information systems digitise. away from the tools. toward whoever controls the infrastructure that makes the new search space navigable.

that layer is wide open.

we mapped it across four essays. each one cuts through a different layer of noise.

part i: the digitisation thesis: why AlphaFold was never an AI story, and what it tells you about where the value actually moves when biology goes digital.

part ii: the graveyard and the break: Eroom's Law has held since 1950. every technology wave that was supposed to break it made it worse. here is the specific structural argument for why this time is different, and the one bottleneck nobody has correctly named.

part iii: the hype map: five platforms launched within weeks of each other. one drug cleared Phase 3 after decades of promises. Recursion terminated four programs in the same period. how to read a land-grab, what metrics are systematically misleading, and the one empirical finding that predicts clinical success that the entire narrative keeps missing.

part iv: where value accrues: models commoditise. data compounds. the build map for where the infrastructure gaps actually are, the investment filter that the evidence supports, and the opportunity every Western player is systematically missing, for two billion people.

digitisation is an infrastructure story.

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