Unverified50% confidenceFactExact time
Effort tiering is a reasoning budget control mechanism introduced by Anthropic for the Claude 3.7 series, specifying the reasoning token upper limit via the budget_tokens field of the thinking parameter.
1
Sources
50%
Confidence
Long-term
Relevance
10/5/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe authors propose that a genuinely useful task advantage should satisfy three conditions: persisting across executions, being able to guide available decisions, and exceeding additional fixed-program executions under a matched inference budget.67% similarVerifiedThe entire solution plans tasks into three phases: requirement decomposition, test point extraction, and test case generation, with each phase corresponding to one Skill.61% similarVerifiedDavid Autor et al. proposed the 'Task Model' framework in 2003, decomposing work into four quadrants: routine cognitive, routine manual, non-routine cognitive, and non-routine manual.61% similarUnverified文章提出的三层结构表达法包括:明确目标、提供上下文、指定执行细节,是结构化提示词(Structured Prompting)的一种实用范式61% similarUnverifiedThe challenge loop prompt Schumer made public is only three lines, defining what to build, how to build it, and the final quality level.60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/977761API
curl https://kongchang.com/api/v1/knowledge/claims/977761MCP
get_claim(id=977761)