Unverified50% confidenceDecision RuleExact time
The Monveil team emphasizes that Kimi's role is explanation and usability support, while deterministic checks are the authoritative source; no matter how "optimistic" the AI output looks, it cannot override a failed verification result, let alone replace user authorization for payment.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
Unverified在关键业务流程中使用AI时必须保留人工审核或多重验证机制，不应盲目信任任何标称最高推理级别的模型输出66% similarUnverifiedThe limitations of this approach are that the accuracy and weighting of AI scores still need to be verified, and long-term stable operation depends on the availability of the scraping service.66% similarUnverifiedUsing AI in high-stakes scenarios should follow the principle of trust but verify, and any citations, data, names, and cases provided by AI must be confirmed through authoritative sources.65% similarUnverifiedWhether ego-lite can deliver on its promise of parallel work between humans and AI still needs to be validated in real-world scenarios for stability, operational reliability, and security design.64% similarUnverifiedEnterprise AI products should have anti-hallucination mechanisms built in at the architecture level, including mandatory source citation, confidence threshold settings, and explicit refusal to answer questions that cannot be determined.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1021507API
curl https://kongchang.com/api/v1/knowledge/claims/1021507MCP
get_claim(id=1021507)