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Building an AI fact-checking tool with Jev's probabilistic classification

Using an example claim that Apple acquired a startup for $2B, it shows Jev outputting probabilities for Verified, Likely, Needs verification and Contradicted, after which the app decides whether to publish, send for review or flag.

chanduu
@chanduuu_csArchived 2026.09.21Originally posted 2026.09.20
chanduu @chanduuu_csOriginally posted 2026.09.20
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AI is getting a new superpower ( Making decisions, not Generating text ) Meet Jev , it makes decisions : TypeSafe AI introduced Jev, a SYSTEM ONE model built for bounded, probabilistic decisions. You give it some evidence , ask a focused question, and define the possible answers. For Example : ( Build AI fact checking tool ) A Claim says : - Apple just acquired a startup for $2B. JEV Could classify it as : Verified - 12% Likely true - 18% Needs verification - 64% Contradicted - 6% Your Application then decides what happens : → Verified → Publish → Likely true → Editor review → Needs verification → Find more sources → Contradicted → Flag it AI makes the decision, Your software controls the action. Maybe the future of AI is not more answers. it's better decisions.

x.com/chanduuu_cs/status/2101656433645306050Archived 2026.09.21 10:30