Unverified50% confidenceOpinionExact time
梁文锋将AI发展看成阶梯式路线图:语言模型在底层,去年走CoT思维链,今年走Agent,之后是持续学习、自我迭代、具身智能
1
Sources
50%
Confidence
Long-term
Relevance
7/25/2026
First Seen
Sources
Related Claims
Unverified梁文锋将AI发展理解为阶梯:前一阶段是思维链,当前阶段是Agent,下一个瓶颈是持续学习82% similarUnverifiedAI工具正从语言模型时代迈入行动模型时代,从会说走向会做79% similarUnverifiedfast.ai采用'自上而下'的教学哲学,先让学习者用几行代码跑出可用模型再深入原理75% similarUnverifiedAI编程工具的引入让初学者在更早阶段体验到把想法变成程序的过程,降低了学习曲线的陡峭程度74% similarUnverified系统上手AI智能体的建议是倒着来从内层往外走:先练上下文,再打框架,最后才是循环74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/615385API
curl https://kongchang.com/api/v1/knowledge/claims/615385MCP
get_claim(id=615385)