Unverified50% confidenceFactExact time
大型语言模型本身只能生成文本，无法直接操作文件系统或网络，实际执行能力依赖开发框架预先注册的工具函数
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
VerifiedLarge language models have no natural instruction/data layering mechanism at the architectural level and cannot distinguish legitimate instructions from ordinary text in documents76% similarUnverifiedCurrent mainstream large language models perform excellently when processing plain text, but have significant bottlenecks in understanding non-text formats such as tables, flowcharts, and screenshots.73% similarUnverifiedLarge language models have two inherent weaknesses: their knowledge is cut off at training time and they cannot obtain the latest information, and they can only generate text and cannot directly perform actions.72% similarUnverified大模型本身只是语言引擎，其能力边界取决于接入了多少工具72% similarUnverifiedCurrent large language models can, at best, substitute for only the code-writing stage of software development71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/577488API
curl https://kongchang.com/api/v1/knowledge/claims/577488MCP
get_claim(id=577488)