BigHat Biosciences' AI-Powered Biotech Fails to Deliver

{ “selections”: [ { “id”: “EC001”, “topic”: “BigHat Biosciences’ RADS Platform”, “aud”: “ecosystem-expert”, “strat”: “failure-mechanism”, “reason”: “Reveals closed-loop dependency on unverified wet-lab feedback cycles, creating systemic risk for biotech adoption” }, { “id”: “EC002”, “topic”: “API Lock-in and Vendor Lock-in Risks”, “aud”: “ecosystem-expert”, “strat”: “failure-mechanism”, “reason”: “No public API specs force partners to depend on BigHat’s internal tools, with no escape path for data export” }, { “id”: “EC003”, “topic”: “Model Zoo Training Methodology”, “aud”: “ecosystem-expert”, “strat”: “failure-mechanism”, “reason”: “Weekly model retraining amplifies amplification bias if initial training data contains assay errors” } ] }