INSIGHT BANK · 28 LIVING CARDS
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Evidence, technologies, people and the next test—connected, but not confused.
Frontier Sciencev3 · 09.07
How should hypothesis-generating AI be verified and steered?
Preprint located. Human steering becomes a testable focus.
- ✓AI explorationRecorded
- ✓Expert steeringRecorded
- ✓Within-case checksRecorded
- ?Independent replicationUnverified
Analysis addedAdded a short reading on researcher guidance, efficiency including expert time and replication by other teams.
NEXT CHECKEvaluation conditions, failure cases and replication on other data by independent teams.
Frontier Sciencev2 · 09.07
Can an AI-surfaced immune signal inform treatment research?
Validation in additional data and tissue reported. Treatment benefit is unproven.
- ✓AI hypothesisRecorded
- ✓Additional datasetRecorded
- ✓Tumor tissueRecorded
- ?Treatment effectUnverified
Analysis addedAdded a short reading on distinguishing patient groups by immune characteristics and testing the link to treatment response.
NEXT CHECKPeer review, replication by another team and prospective tests of the treatment hypothesis.