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How does Earli's data flywheel work in practice?

HealthcareAI Workflows

Drawn from Lutz Finger's Forbes column, LinkedIn writing, and Cornell teaching. Sources are cited inline so you can read the originals.

Oracle predicts, wet labs test, winners feed back in

Earli’s proprietary prediction model called Oracle proposes candidate genetic switches. A wet lab then tests up to 250,000 of them in a single batch, each tagged with a DNA barcode like a product at a checkout. The rare winners, the true outliers, get read out and fed back into the model. Every turn of the wheel makes the system smarter. That loop is data to model to candidate to experiment, and back to data. The company that builds the machine to generate proprietary data and the loop to learn from it wins.

— DNA Is Becoming Programmable. Curing Cancer With AI. · Forbes


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