Demo -- read-only snapshot of the live system as of 2026-07-16T01:45:31Z; no live data, paper units only.
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evidence / Frontier measurements

True intelligence -- counterfactual, context, microstructure, forward-graded, cross-sport

The other evidence pages ask how well calibrated are we. This wave asks the questions a scout, a trader, or a skeptic actually asks: what if this player were gone, why did the win-prob move, when does the market do its work, who grades the graders, and does the same method survive across four sports. Every number below is copied verbatim from a committed out/*.json under `scripts/platformkit/analytics_showcase/out/`; every module carries edge_claimed: false in its own metadata. Nothing here is a dollar / ROI / edge claim -- these are calibration and intelligence analytics, and the honest not_buildable / underpowered / roster-confounded verdicts are displayed as prominently as the wins, because that is the whole point.

strongest single receipt

DESCRIPTIVE_ONLY

cited artifacts

committed artifact
scripts/platformkit/analytics_showcase/out/cf_star_removal.json
scripts/platformkit/analytics_showcase/out/cf_pace_variance.json
scripts/platformkit/analytics_showcase/out/ctx_player_splits.json
scripts/platformkit/analytics_showcase/out/ctx_team_states.json
scripts/platformkit/analytics_showcase/out/ctx_lineup_proxy.json
scripts/platformkit/analytics_showcase/out/micro_absorption.json
scripts/platformkit/analytics_showcase/out/micro_closing_decay.json
scripts/platformkit/analytics_showcase/out/fwd_claim_scoreboard.json
scripts/platformkit/analytics_showcase/out/xsport_structure.json
scripts/platformkit/analytics_showcase/out/why_attribution.json
Counterfactual star removal
Counterfactual pace variance
Context player splits
Context team states
Context lineup proxy
Microstructure absorption
Microstructure closing decay
Forward claim scoreboard
Cross-sport structure
Why-attribution
no edge claimed

This site reports calibration and sharpness only, never a dollar edge, ROI, or bankroll result. An honest null is a success.