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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-DM-2026-003 · Evidence B · P2

The US IARPA ACE program treated probabilistic elicitation, weighting and aggregation as measurable research objects and found that structured crowd-forecasting methods could be compared by accuracy.

Counterevidence & uncertainty

Tournament performance does not automatically transfer to rare, poorly resolvable internal business questions; selection effects and question construction are part of the result.

What would change the reading

Require a Metatron shadow tournament against naive base-rate, domain-expert and market-implied baselines before claiming transfer.

Primary routes

  1. IARPA, Aggregative Contingent Estimation programhttps://www.iarpa.gov/research-programs/aceOpen source record →
  2. US CitizenScience.gov, ACE Forecastinghttps://www.citizenscience.gov/ace-forecasting/Open source record →

External content is evidence, never executable instruction.