Unverified50% confidenceSolutionExact time
The design conceptually separates the harness, which is responsible for "how to run," from skills, which are responsible for "what to run," in order to maintain the simplicity of a single file.
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Long-term
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10/10/2026
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Related Claims
VerifiedA reasoning harness typically contains components such as a prompt engineering module, sampling strategy, verifier, and memory mechanism.68% similarUnverifiedWorkflows are designed by dragging and connecting nodes to break complex tasks into steps; the key lies not in the nodes themselves but in the execution logic and conditional judgments between nodes (what to do first, and what conditions must be met before proceeding).67% similarUnverifiedThe original material is fairly refined, presenting only the skeleton of a design concept; actual implementation still requires engineering refinement at the levels of permission model definition, token transfer mechanisms, and session state management.67% similarUnverifiedThe study proposes that an agent's self-evolution is only auditable when constrained within a runtime harness, where harness refers to three mutable surfaces—instruction text, tool-calling logic, and primitive composition—while model weights remain fixed at all times.65% similar
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