Unverified50% confidenceFactExact time
Every Loreflow answer is assembled under a fixed evidence budget: at most 8 pieces of evidence, each 1000 code points, totaling 8000 code points, counted by code point rather than UTF-16 units.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
Related Entities
Related Claims
UnverifiedLoreflow has a stricter sub-budget for live/federated evidence (the highest-risk third-party text): at most 3 of the 8 slots.72% similarUnverifiedEach question in a prediction market settles only once, and a single outcome cannot distinguish between accurate prediction and good luck; statistically meaningful calibration comparisons require accumulating data across hundreds of settled questions.57% similarUnverifiedMulti-hop QA is a class of questions that require reasoning across multiple independent evidence fragments to answer, with mainstream benchmarks including HotpotQA, MuSiQue, and 2WikiMultiHopQA.57% similarUnverifiedEach gold-standard contradiction is detectable on the basis of its evidence alone (recall 1.000), indicating no information gap at the data level and pointing to the retrieval stage rather than reasoning ability as the source of the problem.57% similarUnverifiedEvery board position in a game of Go is a unique combinatorial state, and the answer must be derived through calculation rather than retrieved from a corpus, making it suitable for avoiding data contamination.56% similar
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