CMU Releases Singularity-Bench for Full-Stack AI Agents

CMU's Singularity-Bench evaluates agents on six end-to-end full-stack tasks, from pretraining to building inference engines and cluster orchestrators. An Opus 5.5-built agent pipeline scored 1.25, far exceeding the human baseline, with its inference engine rivaling SGLang.

2026-11-14 ~ 2026-11-14 · 2 related posts

• CMU's Singularity-Bench: Opus 5.5 Scores 1.25, Beating Human Baselines — rohanpaul_ai · 2026-11-14
• Singularity-Bench: Claude Code-built inference engine matches or beats SGLang on same GPUs — rohanpaul_ai · 2026-11-14