Unverified50% confidenceCautionExact time
The structured output mechanism can only constrain the structural form and cannot understand business semantics; validation of the business logic layer can only be completed by the server side.
1
Sources
50%
Confidence
Long-term
Relevance
7/23/2026
First Seen
Sources
Related Claims
UnverifiedBusiness logic vulnerabilities stem from design flaws in the implementation of business rules, are almost impossible to identify with automated tools, and require familiarity with business processes rather than knowledge of code to discover.68% similarUnverifiedModels that perform well on coding benchmarks may not smoothly complete tasks in enterprise-specific business systems (such as CRMs), and therefore general benchmarks cannot reflect unique enterprise business processes.67% similarUnverifiedPrompt Engineering的效果存在天花板,只能在模型已有能力范围内进行优化,无法弥补模型对特定业务领域知识的根本性缺失66% similarUnverified闭源公司无法既靠卖闭源API盈利,又把模型权重交给企业去微调,这两件事在商业逻辑上天然冲突65% similarUnverifiedThe core dilemma of the alignment problem is the 'value specification problem,' whereby humanity's vague, context-dependent, and even contradictory values are difficult to encode precisely as machine-optimizable objective functions.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/601796API
curl https://kongchang.com/api/v1/knowledge/claims/601796MCP
get_claim(id=601796)