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Intelligent Instruments & Composition

Representation, composition and the boundaries of intelligent instruments.

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SELECTED RESEARCH

Research extracts

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ProjectEvidence type

2 of 2 selected extracts

Controlled prompt-scaffold ablationEditorial extract

Structured Representation and Epistemic Integrity in AI Reasoning

A controlled prompt-scaffold ablation separates evaluator-rated epistemic integrity from solution quality and novelty.

Reports IIE-009/010: structured representation improved evaluator-rated Epistemic Integrity across twelve paired problems, while solution-quality, incremental transformation, and novelty advantages were not established.

Scope of the finding

External validity is restricted by the 12 frozen problems, three domains, one solver model, one evaluator model, and single-shot procedure.

Intelligent Instruments

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Bounded fixed-fixture software comparisonEditorial extract

Semantic Geometry over Cog

A fixed-fixture comparison asks whether semantic geometry earns a separate language or works better as explicit schemas and helpers over Cog.

Presents the frozen Selection Algebra and all nine MCC-COG-COMP-001 observations. Modest declaration savings, unchanged native trace limitations, and a blocked stage extension support retaining Cog for the tested fixture.

Scope of the finding

The comparison used one fixed fixture and reused existing implementations with a known construction order.

Cog Mandala Core Calculus

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