Unverified50% confidenceFactExact time
For the self-evolution of agents, not all components are worth investing optimization resources in; role settings and format rules have almost no marginal contribution to the final success rate in ALFWorld tasks.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPrompt engineering cannot break through the ceiling on the number of parallel constraints an agent can handle.66% similarUnverifiedIn open scenarios requiring creative judgment and social common sense, AI Agents' performance remains far below human levels64% similarUnverified团队认为在异步智能体交互中，模型的'个性'不重要，唯一重要的是模型有多聪明64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/896991API
curl https://kongchang.com/api/v1/knowledge/claims/896991MCP
get_claim(id=896991)