OpenAI o4-proto-3 achieves closed-loop self-correction on 100+ cycle software debugging tasks
o4-proto-3 demonstrates fully autonomous debugging loop: reads failing test output → hypothesizes root cause → proposes patch → applies patch → re-runs suite → repeats up to 100+ cycles without human input. Reaches 74.2% resolution on internal multi-file, multi-day bug reproduction suite.
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It’s 2026 — why are most companies just “pretending to use AI”?
Big tech giant events + sharp one-liner commentary
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