Limitations of Static Ahead-of-Time Agent Harnesses - Frontier Foundation Models, Capability Evaluation, and Just-In-Time Agent Harnesses @ University of Michigan - Ann Arbor

Modular Agent Architecture: The Four-Module Protocol - Frontier Foundation Models, Capability Evaluation, and Just-In-Time Agent Harnesses @ University of Michigan - Ann Arbor

Stage I Harness Customization and Preference Learning - Frontier Foundation Models, Capability Evaluation, and Just-In-Time Agent Harnesses @ University of Michigan - Ann Arbor

Stage II Error Recovery via Bounded Diagnostic Repair - Frontier Foundation Models, Capability Evaluation, and Just-In-Time Agent Harnesses @ University of Michigan - Ann Arbor

Stage III Test-Time Adaptation with Evo-GDPO - Frontier Foundation Models, Capability Evaluation, and Just-In-Time Agent Harnesses @ University of Michigan - Ann Arbor