Unverified50% confidenceFactExact time
The core conclusion of the AREX-2 paper is that long-horizon reflection data is an effective path toward self-improving agents
1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEmphasizing connections between notes, making good use of AI to lower barriers, and adhering to long-termism are important principles for building a personal knowledge base.63% similarUnverified推理速度与计算效率是长程Agent能否落地的关键指标,重要性不亚于单次回答的智能水平62% similarUnverifiedProprietary models that achieve deep co-optimization on their own infrastructure can theoretically attain better inference efficiency than hosting third-party models.61% similarUnverifiedTrue intelligence is not merely about producing seemingly reasonable results, but also about the ability to self-audit, identify errors, and follow established norms.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/963929API
curl https://kongchang.com/api/v1/knowledge/claims/963929MCP
get_claim(id=963929)