II.
SkillArea overview
Reference · liveskill-area:closed-book-frontier-reasoning
Closed-Book Frontier Reasoning overview
Answering frontier-difficulty questions across math, science, and humanities without retrieval — exercising deep parametric knowledge plus chain-of-thought reasoning at the edge of human-expert difficulty (as exercised by HLE and FrontierMath-style evaluations).
Attributes
displayName
Closed-Book Frontier Reasoning
description
Answering frontier-difficulty questions across math, science, and
humanities without retrieval — exercising deep parametric knowledge
plus chain-of-thought reasoning at the edge of human-expert
difficulty (as exercised by HLE and FrontierMath-style evaluations).
domains
expertiseLevels
- expert
- authoritative
Outgoing edges
applies_to1
- domain:software-engineering·DomainSoftware Engineering
Incoming edges
covers3
- benchmark:hle·BenchmarkHumanity's Last Exam (HLE)
- benchmark:frontier-math·BenchmarkFrontierMath
- benchmark:legal-bench·BenchmarkLegalBench
lib_requires_skill_area1
- lib-skill:ai-agents-conversational--closed-book-frontier-reasoning·LibrarySkillclosed-book-frontier-reasoning
prerequisite_for_learning1
- skill-area:prompt-engineering·SkillAreaPrompt Engineering