BUILDING MORE WITH GPT-5.1-CODEX-MAX

Summary from the TLDR Founders newsletter

GPT-5.1-Codex-Max is trained to operate across multiple context windows through "compaction", allowing it to work over millions of tokens and complete tasks spanning 24+ hours. The model achieves 77.9% on SWE-bench Verified while using 30% fewer thinking tokens than its predecessor.