Sage-Taiyi leads Taiyi-Bench scientific ideation scores
It scores 54.0 overall versus 47.9 for AI Scientist-v2, and authors report chemistry yield gains in collaborations.
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Stories tagged #metacognition
Metacognitive controller trims diffusion language-agent inference cost
Across five benchmarks, the plug-in cuts inference FLOPs 20.6% on average versus the strongest efficient baseline while keeping competitive accuracy.
AI access makes people almost entirely unwilling to say "I don't know," study finds
Study of 3,132 people finds AI access nearly eliminates "I don't know" answers while sharply reducing accuracy.
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Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants
Preregistered study of 704 participants shows metacognitive feedback reduces cognitive offloading to LLM assistants and improves unaided test performance.