20252026030m1h1h 30m2h2h 30m3h3h 30m4h4h 30m5hEarly time horizon on verified software engineeringTime horizon on verified software engineeringTime horizon on unverified software engineeringClosing the Gap Between Verified and Unverified Software EngineeringRelease dateTask duration (human equivalent)o13.7 Sonneto3Grok 4GPT-5GPT-5.1 Codex MaxOpus 4.5AlphaVerusFVAPPSVerinalf-leanVerified software engineering,code automatically proven correctUnverified software engineering,bottlenecked on human review
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