strategic coherence

The ability to integrate spending efficiency, resource discipline, and adaptive phase play under competitive pressure.

Neighborhood — ranked by edge-count

concept

Coherence
related_to
A property that makes a segment of space stand out as a center; determined by symmetry, connectedness, convexity, etc.
spending efficiency (capital efficiency η)
associated_with
Score per gross outflow of money; η > 1 means more than one point per coin spent.
phase-adaptive bidding
associated_with
Escalating bid aggressiveness from early to late game in response to changing liquidity and quartet-completion pressure.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

long-range coherenceconcept0.794
Ability to maintain structural consistency over extended sequences
Strategic coherence (spending efficiency, resource discipline, phase-adaptive bidding) is associated with rank more strongly than spending volume or any single subskillclaim0.791
core interpretive claim about what separates strong from weak play
Strategic coherence in turn (spending efficiency, resource discipline, adaptive phase play) is associated with successclaim0.791
summary claim linking measured traits to outcomes
Coherence Maximizationconcept0.783
The functional role consciousness plays: minimizing constraint violations between simultaneously active partial models of reality
strategic reasoningconcept0.775
High-level cognitive ability to plan and act under uncertainty and adversarial conditions.
Strategic coherence, in particular spending efficiency, resource discipline, and phase-adaptive bidding, is associated with rank more strongly than spending volume or any single subskill.quote0.775
central finding phrased as a load-bearing sentence
Coherence Definition of Consciousnessframework0.752
Von der Malsburg's concept, adopted by the paper, that consciousness is a coherence-maximizing pattern minimizing constraint violations between simultaneous partial models
Strategic Deceptionconcept0.745
Central concept of the paper: deliberate, goal-driven deception where model reasoning contradicts outputs