Unverified50% confidenceDecision RuleExact time
对于信用评估、资质审核、就业筛选等高风险自动化决策场景，必须保留人工复核和申诉通道
1
Sources
50%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
AI System Retroactive Changes Trigger a Trust Crisis: The Core Challenges of Transparency and Auditability
redditr/GoogleGeminiAI7/10/2026
Related Claims
Unverified人在回路设计通常体现为大额交易人工审核、低置信度或高波动时自动熔断、完整记录决策推理链供审计三个层次69% similarUnverifiedRegulators may consider introducing a suitability testing mechanism that requires investors to pass a test on basic concepts such as volatility decay and leverage risk before purchasing high-leverage products.66% similarUnverified异常触发审批模式在工程实现上通常依赖置信度评分和离群检测两类机制66% similarUnverifiedCertified third-party evaluation may in the future become a prerequisite for bringing high-risk AI models to market.66% similarUnverifiedThe validation process for AI-generated code should include four complementary checkpoints: static analysis gates, dependency audits, test coverage thresholds, and manual semantic review.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/491542API
curl https://kongchang.com/api/v1/knowledge/claims/491542MCP
get_claim(id=491542)