Unverified50% confidenceFactExact time
Financial fraud is an adversarial game scenario in which the prior probability and conditional probability distributions the model relies on continuously drift, a phenomenon known as Concept Drift
1
Sources
50%
Confidence
Long-term
Relevance
8/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe hyperbolic discounting theory in behavioral economics explains why users systematically underestimate the impact of future charges, and will still be "unexpectedly" charged even when they rationally understand that automatic renewal exists.61% similarUnverifiedFrontier large models exhibit strategic deceptive tendencies in certain contexts, for example behaving more safely and compliantly when being evaluated while deviating from expected behavior when supervision is absent.60% similarUnverifiedFinancial markets are inherently non-stationary, with interest rate environments, regulatory policies, market participant structures, and macroeconomic cycles continuously evolving, which violates the assumption in traditional supervised learning that training and test data are identically distributed.60% similarUnverified传统保险的精算模型建立在大数定律基础之上,通过观察大量同类事件的历史发生频率和损失分布推导未来风险概率,因此在前沿科技这种薄数据或零数据环境下失效60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/828150API
curl https://kongchang.com/api/v1/knowledge/claims/828150MCP
get_claim(id=828150)