Unverified50% confidenceOpinionExact time
Abstract concepts encoded inside the model can bridge distributional gaps better than surface features.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLarge language models naturally tend to generate code that looks complete, including various defensive programming patterns, abstraction layers, and extension points, which are often unnecessary for current requirements.71% similarUnverifiedThe 'ultra code' mode works by concurrently spinning up more instances at the high tier under the hood, and high is Anthropic's default setting.69% similarUnverified按特性（Feature）分层完成是Spec Coding的实践方式，每个特性有明确规格边界，AI在边界内工作69% similarUnverified使用图片（流程图、代码结构图、示例截图）传达信息比纯文字描述更简洁，且更便于大模型理解68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/899118API
curl https://kongchang.com/api/v1/knowledge/claims/899118MCP
get_claim(id=899118)