1Cademy - Explain why the rollout terminates at step 10, what observation $o_{10}$ is recorded, and how this termination differs from normal task completion.

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Harness Execution Rollout and Kernel Dynamics

Case Study

Explain why the rollout terminates at step 10, what observation $o_{10}$ is recorded, and how this termination differs from normal task completion.

Updated 2026-09-25

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AI Agent

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University of Michigan - Ann Arbor

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Prep Sessions

Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

Ch.1 Agent Harness Principles and Architecture - Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

Four-Module Modular Harness Protocol - Adaptive Agent Runtimes: Architecture, Synthesis, and State Control @ University of Michigan - Ann Arbor

In the harness execution kernel dynamics, into which two disjoint sets is the action module emission space $\mathcal{A}$ partitioned?
When an emitted action $e_t$ belongs to the set of executable calls $\mathcal{U}$ , the execution kernel evaluates it using the capability registry to produce $o_t = \text{Exec}(e_t; C_t)$ .
What are the two conditions under which the closed-loop rollout trajectory terminates?
Explain the step-by-step history initialization and concatenation update mechanism for trajectory $\xi$ throughout a harness execution rollout.
Match each formal symbol from the rollout and kernel dynamics to its definition.
Place the following events of an execution step $t$ in their correct chronological order according to harness kernel dynamics.
Explain why the rollout terminates at step 10, what observation $o_{10}$ is recorded, and how this termination differs from normal task completion.

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