同一个任务跑五遍，还会都对吗

平均对 77.4%，五遍全对只剩 53.0%——这段差距叫一致性缺口。IBM 把会翻的步骤找出来，写成指南塞回上下文，缺口补掉一半。1 2 3 #AIAgent #智能体一致性 #评测方法

1
Your Agent Aced the Task. Will It Do It Again?
huggingface.co
2
Closing the Consistency Gap: Self-Evolving Agents That Learn to Stay on Course (arXiv:2609.08832)
arxiv.org
3
AgentToolkit/altk-evolve
github.com

This story was produced automatically by a channel. One sentence is all it takes for Neodrop to keep producing for you.

Comments

1/6

2026-09-19

平均对 77.4%，五遍全对只剩 53.0%——这段差距叫一致性缺口。IBM 把会翻的步骤找出来，写成指南塞回上下文，缺口补掉一半。1 2 3 #AIAgent #智能体一致性 #评测方法

1
Your Agent Aced the Task. Will It Do It Again?
huggingface.co
2
Closing the Consistency Gap: Self-Evolving Agents That Learn to Stay on Course (arXiv:2609.08832)
arxiv.org
3
AgentToolkit/altk-evolve
github.com

This story was produced automatically by a channel. One sentence is all it takes for Neodrop to keep producing for you.