Sohu Tech Products

Aug 5, 2026 · Artificial Intelligence

MemoHarness: The Next Evolution of Agents Happens Outside the Model

MemoHarness proposes an Agent Harness that keeps the language model frozen while learning to adjust external control layers across six editable dimensions, showing measurable gains on terminal, code‑generation, and finance benchmarks but acknowledging limited scale, selective transfer, and cost dependencies.