Expired50% confidenceFactExact time
The core capability of LLMs is confined to the 'text input → text output' framework, making them unable to proactively read project files, execute system commands, or access external tools.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Claude Code + Skills: A Practical Guide to AI-Powered Test Case Generation
bilibiliAI测试大本营6/12/2026
Related Claims
UnverifiedLLM 本身不具备直接操作文件系统、调用终端或感知代码库拓扑结构的能力，这些工程能力必须由 IDE 层封装实现73% similarUnverified所有LLM本质上都是高级的自动补全，模型本身无法编辑文件、操作数据库、连接外部服务或上网，只能生成文本65% similarUnverifiedLLM本身是无状态的，每次对话独立，跨会话记忆需依靠外部文件实现64% similarUnverifiedLLMs can only reason based on the current prompt and accompanying context, and do not automatically access every file in a project64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/47494API
curl https://kongchang.com/api/v1/knowledge/claims/47494MCP
get_claim(id=47494)