Unverified50% confidenceFactExact time
The paper conducts empirical analysis on resolved historical prediction market data, and the results show that higher local recall fidelity around semantically similar historical events predicts lower prediction error on resolved markets.
1
Sources
50%
Confidence
Long-term
Relevance
11/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe decision layer backend adopts a Bayesian Beta posterior, updating based on historical results in memory, and confidence moves as evidence accumulates.69% similarUnverifiedPredictive capability can feed back into content operations, judging in advance the effect of subject matter, timing and audience based on historical data, forming a barrier that is hard to replicate in the short term.69% similarUnverified陈旧的数据快照更适合用于历史趋势研究,而非当下市场决策68% similarUnverifiedCost reduction often comes with quality trade-offs: shorter context may cause the model to miss critical information, and more aggressive caching may introduce stale data.68% similarUnverifiedUnder the one-sided condition, when the historical data are less reliable than expected, the algorithm may suffer linear regret, which suggests that practitioners need to carefully assess the credibility of historical data.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1153233API
curl https://kongchang.com/api/v1/knowledge/claims/1153233MCP
get_claim(id=1153233)