AI article
Jev is a very good classifier wearing a frontier model's coat
Community description: Two years in stealth. Ex-OpenAI. Co-invented ChatGPT. That is the pitch for Jev, and the pitch is...
Dev.to | Sep 23, 2026 | Ethan Walker
Automated excerpt
Broadcast that cache across every schema field. Assemble the JSON programmatically, so syntax is valid by construction, one hundred percent, every time. |-- risk_level -> mask to {LOW, MED, HIGH} -> HIGH p=0. 70 |-- requires_review -> mask to {true, false} -> true p=0. 98 |-- action_tier -> mask to {P0, P1, P2, P3} -> P1 p=0. 61 |-- ... 25 more, all in the same pass "is_vulnerability": { "value": true, "prob": 0. 9933 }, "severity_level": { "value": "HIGH", "prob": 0. 6992 }, "secret_type": { "value": "AWS_ROOT_KEY", "prob": 0. 9998 }, "target_environment": { "value": "PRODUCTION_CLUSTER", "prob": 1.
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