Essay

Outline the three successive containment filters that progressively narrow the raw generation space G\mathcal{G} down to the executable harness subset HΠexec\mathcal{H}_\Pi^{\text{exec}} in the nested relation G⊇Hsyn⊇HΠ⊇HΠexec\mathcal{G} \supseteq \mathcal{H}^{\text{syn}} \supseteq \mathcal{H}_\Pi \supseteq \mathcal{H}_\Pi^{\text{exec}}.

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Updated 2026-10-02

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Prep Sessions

Dynamic Agent Scaffolding: Synthesis, Diagnostic Repair, and Evolutionary Optimization @ University of Michigan - Ann Arbor

Ch.1 Harness Foundations and Architecture - Dynamic Agent Scaffolding: Synthesis, Diagnostic Repair, and Evolutionary Optimization @ University of Michigan - Ann Arbor

The Four-Module Executable Harness Protocol - Dynamic Agent Scaffolding: Synthesis, Diagnostic Repair, and Evolutionary Optimization @ University of Michigan - Ann Arbor

Ch.2 Multi-Stage Harness Optimization - Dynamic Agent Scaffolding: Synthesis, Diagnostic Repair, and Evolutionary Optimization @ University of Michigan - Ann Arbor

Stage I: Task-Conditioned Customization and Preference Learning - Dynamic Agent Scaffolding: Synthesis, Diagnostic Repair, and Evolutionary Optimization @ University of Michigan - Ann Arbor

Stage II: Diagnostic Feedback and Bounded Harness Repair - Dynamic Agent Scaffolding: Synthesis, Diagnostic Repair, and Evolutionary Optimization @ University of Michigan - Ann Arbor

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