Feed Entities Podcasts Deep Dives Developers About

[KongchangAI]

Real-time AI knowledge base. Every claim is traceable to its source, with data freshness under 24 hours.

Powered by 240+ first-hand AI sources

Knowledge

Feed
Hot Entities
Podcasts

Developers

CLI
MCP Server
REST API
About

© 2026 KongchangAI. The freshest, most accurate AI knowledge

Unverified60% confidenceFactTime unknown

12条规则组合使用时AI保持76%的规则遵守率

1

Sources

60%

Confidence

Medium-term (~90 days)

Relevance

6/3/2026

First Seen

Valid until: 9/1/2026

Sources

一个.md文件将AI编程错误率从41%降到3%

bilibili刘涛Todd

Related Claims

UnverifiedAI工具将传统的二八定律（20%顶级vs80%普通）放大为2%与98%的新格局67% similar Unverified4条基础规则能将AI编程错误率从41%压到11%63% similar UnverifiedAI在实验设计中采用8:2划分保留20%作为独立测试集，并在80%训练集上采用5折交叉验证以避免数据泄漏62% similar UnverifiedAnthropic的研究显示Auto Mode拦截危险命令的成功率高达80%，而人工审查的成功率仅为13.6%62% similar Unverified使用Planning with Files后，AI结构化遵守率从6.7%跃升至96.7%60% similar

Cite This Claim

Stable URI

https://kongchang.com/claim/40209

API

curl https://kongchang.com/api/v1/knowledge/claims/40209

MCP

get_claim(id=40209)