Key findings

Findings

What the evidence says about gathering information and spreading action across a search portfolio.

Evidence and sources

The source of a clue changes what agreement means.

Sharing and attention

Useful evidence need not belong in every hand.

Verified theorem

The first reader can help; duplicate use can reduce discovery.

In DD-012's frozen access-gated follow/private model, the first shared-signal reader improves discovery exactly when q exceeds p, while every later reader has a strictly negative marginal discovery effect.

Action portfolios and thresholds

Better rankings do not automatically create better search portfolios.

Canonical fixture

Same clues can produce different action portfolios.

The canonical fixture separates one shared answer, private clue-following, and a coordinated pooled portfolio; their discovery values differ because information aggregation and action allocation are distinct.

Incentives and equilibrium

Rewards and equilibrium selection shape who searches where.

Completed finite study

A bounded mechanism class contains strict rows.

The exact joint-mechanism census contains strict truthful-and-obedient rows under declared observability and subsidy assumptions; it does not establish an unrestricted mechanism result.

Measurement and identification

Architecture comparisons require more than one score.

Bounded synthetic Atlas

Tradeoffs leave multiple coherent designs standing.

The bounded synthetic Architecture Atlas preserves multiple nondominated cells under its declared discovery, quality, value, cost, budget, and round objectives.

Limits and counterexamples

The boundary of a result is part of the result.

Preserved negative result

The registered conditional-policy theorem is not unrestricted.

DD-014's separate two-label raw-policy audit finds complementary constant policies above the best embedded private/public profile in every audited cell.