Machine Heart

Oct 4, 2026 · Artificial Intelligence

Choosing the Right Agent Harness: NTU Study Shows Model-Harness-Task Fit Matters Most

NTU researchers evaluated four configurable harnesses across five models and three benchmarks, finding harness performance depends on specific model-harness-task combinations rather than fixed rankings, with native harnesses not always optimal and cost not correlating with performance.