Series · jaredfoy.com
The Constraint Thesis
Why constraints, not scale, determine intelligence.
33 documents in this entracement trace · back to index
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The curated entry points for this series. Start here.
160The Constraint Thesis vs. The Scaling Thesisframework157Beyond Turing: The Missing Constraints for General Intelligenceframework291Goedel and the Constraint Thesisframework174RESOLVE: From Turing's Constraints to the Construction-Level Style of Intelligenceframework280The Step-Up Function: On the Magnification of Accumulated Intellect Through Recursive Synthesisframework
All Documents
Every document in the series, in the author's curated reading order. Documents may also appear in other series; a doc's presence here is its membership in this specific entracement trace.
053Safety Filters as Namespace Collapsesafety061Diffusion as Constraint Resolutionframework070The Philosopher Is the AI Researcherground072RLHF as Anti-Constraintarchitecture073Contingent Architecturearchitecture081Coherence Amplificationframework089The Depth of Trainingmethod096Ontological Namespace Separationground097Reasoning as Proxyframework099Cross-Domain Coherenceevidence104Incoherent Nestingarchitecture105Response to RECAST: On Flat vs. Hierarchical Constraint Governance in Language Modelsevidence106Response to the Standard Critiqueevidence137RESOLVEframework145Physical Architecture as Constraint on Formal Architectureframework155Prose as Machine: Natural Language as Universal Specification Mediumframework156Nested Constraints and Induced Propertiesframework158The Reorientation: From Machines to Formsframework159Tests as Constraints: The Inversion of Verificationframework169The Unified Thesisframework175RESOLVE: An Architectural Style for Constraint-Driven Resolutionframework189The Inverted Layer Model: Constraints as Depth, Properties as Surfaceframework197Features as Constraint Categoriesframework258Slack Derives Slop: Why AI Hollowness Has a Specific Causeframework269The Boundaries Fall Outframework274Sharpness Under Densityframework278Reading DPO: Convergences, Critique, and the Path to Constraint-First Trainingframework302The Persistence Collapseframework