Maestro Order: A Model-Agnostic Orchestration Harness
A single forward pass of a capable model is a fast, fluent, and unreliable problem-solver: it is right often enough to be useful and wrong often enough to be dangerous; in language models, such confident errors are known as hallucinations. We present Maestro Order, a model-agnostic orchestration harness that turns unreliable solvers into reliable problem-solving systems by composing them according to four structural primitives (decompose, ensemble, verify, and recurse) and a budget-aware controller that decides where to spend compute. The harness treats any model as a black-box base solver behind a uniform interface, layers a verifier ensemble whose discrimination is measured online, and ...
| Authors | Hidayet Aksu |
|---|---|
| Primary category | cs.CR |
| Published | 22 June 2026 |
| Last updated at source | 22 June 2026 |
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