Unverified50% confidenceOpinionExact time
AI principles are merely statements of intent that can neither be audited nor written into contracts, and need to be operationalized into specific, measurable, risk-calibrated functional and non-functional requirements.
1
Sources
50%
Confidence
Long-term
Relevance
9/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe current bottleneck for AI agents is not capability, but a lack of appropriate guidance, particularly regarding product-specific security standards and best practices78% similarUnverifiedUnnecessary optionality is a classic persistent flaw in AI-generated code, where agents mark properties that should be required as optional for safety.77% similarUnverifiedAI programming tools cannot perceive non-functional constraints of a system, such as SLA requirements, data consistency levels, and security compliance boundaries.76% similarUnverifiedAI does not understand actual business rules, and the parameters, fields, and logic it generates are typically 'reasonable guesses' based on general patterns, which may fabricate nonexistent field names or incorrectly mark required parameters.76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/855812API
curl https://kongchang.com/api/v1/knowledge/claims/855812MCP
get_claim(id=855812)