Articles Directory

Type: kb/types/generated-index.md

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• Reflective self-improvement (article) - Distinguishes accumulation from recurrent compounding, examines reflective control over revision decompositions, and presents Commonplace's natural-language theory layer as an unmeasured testbed
• The Bitter Lesson does not require everything to live in weights (article) - Separates Sutton's search-and-learning claim from a weights-only extrapolation, then identifies scalable credit assignment, reliable evaluation, and controlled decomposition revision as central challenges for learned artifacts
• What makes human-inclusive self-revision non-trivial? (article) - Develops a human-inclusive general revision affordance and reports broad behavioral-authority addressability alongside separate admission and model-realization gaps
• Writing conventions for kb/articles/ (editorial profile)