Unverified50% confidenceOpinionExact time
Diogo believes coding agents are good at syntax, know some semantics, but are extremely poor at architecture.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/1/2026
First Seen
Valid until: 12/30/2026
Sources
Related Entities
Related Claims
Unverified编程智能体本身并不具备智能，真正的推理来自背后的大语言模型，智能体充当组织提示词、管理上下文和翻译模型意图的胶水层70% similarVerifiedCurrent large language models exhibit a pattern in the systems programming domain of being strong on high-frequency knowledge and weak on long-tail knowledge, tending to make reasonable inferences rather than strictly following specifications for edge-case semantics and version-specific compatibility behavior.63% similarUnverifiedThe ESP-Claw agent assumes the core role of translating from language understanding to hardware instructions.60% similarVerifiedLarge language models are architecturally incapable of strictly distinguishing between system instructions and user data, which is a fundamental flaw at the architectural level.60% similarUnverifiedStudent-authored textbooks may fall short of mature textbooks in rigor, breadth of coverage, and error rate, but have advantages in plain language and closeness to learning difficulties.60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/964347API
curl https://kongchang.com/api/v1/knowledge/claims/964347MCP
get_claim(id=964347)