Oracle source honesty
Knox blends several data providers and weights them by how reliable they have proven. This page publishes both halves of that judgment: whose word Knox has come to trust, and every value it rejected as an outlier. It is powered by the live oracle disagreement log — real movement, not the replayed receipts our corpus-health check flags.
See the source reliability scorecard → graded 0-100 →Whose word Knox trusts
Weights frozen
Trust weights frozen — 1 distinct disagreement replayed across 48 rows (98% replays). Weight drift reflects repetition, not new evidence.
The drift below is real arithmetic over the log, but it accumulated from 1 distinct disagreement replayed across 48 rows — repetition, not 48 independent confirmations.
- src_e4b7a8a749 wins0 outliers↑ +0.098
- src_8e95c4130 wins49 outliers↓ -0.245
Where Knox watches closest
Fields where data sources have clashed most often (recency-weighted) — the stats most likely to disagree next, so Knox triangulates a third source there before answering.
- points57 clashes±25% spreadhigh
Longest skepticism streak
Knox has rejected src_8e95c413 on points for 47 consecutive disagreements across 25 days.
Honest caveat: those rows are the same disagreement replayed, so this is one standing call — not 47 independent confirmations. It will become a live streak once the disagreement log varies.
Recent skepticism
- Rejected src_8e95c413 on points1d agosrc_8e95c413 said 35.5 · consensus 29.888615 · off by 5.611385
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.901193 · off by 5.598807
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.913741 · off by 5.586259
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.926259 · off by 5.573741
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.938748 · off by 5.561252
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.951207 · off by 5.548793
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.963636 · off by 5.536364
- Rejected src_8e95c413 on points2d agosrc_8e95c413 said 35.5 · consensus 29.976036 · off by 5.523964
- Rejected src_8e95c413 on points4d agosrc_8e95c413 said 35.5 · consensus 29.988407 · off by 5.511593
- Rejected src_8e95c413 on points4d agosrc_8e95c413 said 35.5 · consensus 30.000748 · off by 5.499252
- Rejected src_8e95c413 on points4d agosrc_8e95c413 said 35.5 · consensus 30.013061 · off by 5.486939
- Rejected src_8e95c413 on points4d agosrc_8e95c413 said 35.5 · consensus 30.025344 · off by 5.474656
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.037598 · off by 5.462402
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.049824 · off by 5.450176
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.06202 · off by 5.43798
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.074189 · off by 5.425811
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.086328 · off by 5.413672
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.098439 · off by 5.401561
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.110522 · off by 5.389478
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.122577 · off by 5.377423
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.134603 · off by 5.365397
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.146602 · off by 5.353398
- Rejected src_8e95c413 on points21d agosrc_8e95c413 said 35.5 · consensus 30.158573 · off by 5.341427
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.170515 · off by 5.329485
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.18243 · off by 5.31757
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.194318 · off by 5.305682
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.206178 · off by 5.293822
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.21801 · off by 5.28199
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.229815 · off by 5.270185
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.241593 · off by 5.258407
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.253344 · off by 5.246656
- Rejected src_8e95c413 on points22d agosrc_8e95c413 said 35.5 · consensus 30.265067 · off by 5.234933
- Rejected src_8e95c413 on points23d agosrc_8e95c413 said 35.5 · consensus 30.276764 · off by 5.223236
- Rejected src_8e95c413 on points23d agosrc_8e95c413 said 35.5 · consensus 30.288434 · off by 5.211566
- Rejected src_8e95c413 on points23d agosrc_8e95c413 said 35.5 · consensus 30.300077 · off by 5.199923
- Rejected src_8e95c413 on points23d agosrc_8e95c413 said 35.5 · consensus 30.311693 · off by 5.188307
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.323282 · off by 5.176718
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.334846 · off by 5.165154
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.346382 · off by 5.153618
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.357893 · off by 5.142107
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.369377 · off by 5.130623
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.380835 · off by 5.119165
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.392267 · off by 5.107733
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.403673 · off by 5.096327
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.415053 · off by 5.084947
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.426407 · off by 5.073593
- Rejected src_8e95c413 on points26d agosrc_8e95c413 said 35.5 · consensus 30.437736 · off by 5.062264