Learn Before
StateM Agent-Native Runtime Architecture - Engineering State-Bound Execution Runtimes for Autonomous Agents @ University of Michigan - Ann Arbor
Context and Contract Boundaries in Phase Execution - Engineering State-Bound Execution Runtimes for Autonomous Agents @ University of Michigan - Ann Arbor
State as Context-and-Contract Boundary
States as Context-and-Contract Boundaries - Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
Evidentiary Hierarchy of Transition Checks
StateM organizes state transition checks into distinct tiers based on evidentiary strength to prevent unverified self-attestations from being mistaken for deterministic proof:
- Command and Predicate Checks: Evaluated directly by the host runtime to provide independently reproducible evidence (subject to the correctness of the command or predicate).
- Manual Checks: Require an explicit operational decision or authorization from a human user or operator.
- Checklist and Message Checks: Require the agent to acknowledge specified contractual obligations; these serve as structured self-attestations rather than independent verification.
- LLM Review Checks (
llm_review): Incorporate semantic judgment via an external model call, offering flexible heuristic review without deterministic verification guarantees.
This hierarchy ensures that model receipts and structured declarations are kept visible and auditable, while recognizing that their evidentiary weight depends on the mechanism that evaluates them.
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Prep Sessions
Engineering State-Bound Execution Runtimes for Autonomous Agents @ University of Michigan - Ann Arbor
Ch.2 Agent Runtime Design and Execution Framework - Engineering State-Bound Execution Runtimes for Autonomous Agents @ University of Michigan - Ann Arbor
StateM Agent-Native Runtime Architecture - Engineering State-Bound Execution Runtimes for Autonomous Agents @ University of Michigan - Ann Arbor
Context and Contract Boundaries in Phase Execution - Engineering State-Bound Execution Runtimes for Autonomous Agents @ University of Michigan - Ann Arbor
Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
Ch.1 Execution Lifecycle and State Boundaries - Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
States as Context-and-Contract Boundaries - Autonomous Agent Control Planes: State Scaffolding and Resilient Execution @ University of Michigan - Ann Arbor
Related
StateM Agent-Native Runtime
State as Context-and-Contract Boundary
Separation of Generic Runtime and Control Profile
StateM Ordered Transition Protocol
Evidentiary Hierarchy of Transition Checks
Harness Scaling
Control-Signal Dilution
Mutable-State Ambiguity
State as Context-and-Contract Boundary
Phase-Level State Abstraction
Evidentiary Hierarchy of Transition Checks
StateM Ordered Transition Protocol
StateM Agent-Native Runtime
In StateM, what is the specific role of the exit hook (
out_hook) when an agent departs a state?In StateM, entering a state establishes a context boundary by erasing prior history to ensure the agent focuses only on state-local instructions.
According to StateM's context boundary model, what four elements are exposed to the agent by the entry hook (
in_hook) upon entering a state?Explain how StateM uses both context and contract boundaries at the phase-level state to prevent distinct operational failure modes during agent execution.
StateM Ordered Transition Protocol
Evidentiary Hierarchy of Transition Checks
Phase-Level State Abstraction
Match each StateM lifecycle construct to its operational responsibility.
Order the lifecycle events that occur when an agent departs one state and enters another in StateM:
Explain how StateM's contract boundary mechanisms respond to this missing receipt file during the attempted transition, and identify what prevents the failure from silently propagating.
Which operational limitation applies to the context boundary established upon state entry in StateM?
In StateM, what operational failure mode is prevented by having the entry hook provide an explicit control anchor rather than relying on conversation history alone?
State as Context-and-Contract Boundary
Phase-Level State Abstraction
Evidentiary Hierarchy of Transition Checks
State as a Context Boundary
State as a Contract Boundary
StateM Agent Runtime
StateM Ordered Transition Protocol
Learn After
In StateM, Command and Predicate Checks provide independently reproducible verification because they are deterministically evaluated by the host environment.
What is the primary purpose of establishing an evidentiary hierarchy of transition verification checks in StateM?
Compare Manual Checks and LLM-Review Checks within StateM's transition verification hierarchy. Explain the operational mechanism and evidentiary characteristics of each tier.
Which tier of transition verification check in StateM incorporates semantic judgment via an external model call to provide flexible heuristics without deterministic guarantees?
In StateM, Checklist and Message Checks constitute independent verification of transition obligations.
What requirement must be satisfied for a transition check classified as a Manual Check in StateM?
Contrast Command and Predicate Checks with Checklist and Message Checks in StateM. Discuss how each tier is evaluated and explain why their levels of evidentiary independence differ.
Match each StateM transition check tier to its defining evaluation mechanism and evidentiary characteristic.
StateM organizes transition checks into a hierarchy to ensure that model receipts and structured declarations remain visible and ___, while reflecting the evidentiary weight of their evaluation mechanisms.
Order the transition check tiers in StateM according to their sequence in the evidentiary hierarchy, from tier 1 to tier 4.
Evaluate the evidentiary shortcomings of this proposed verification strategy and specify which check tier the team should use instead to ensure deterministic proof.
What requirement must be met for a transition check classified under the Manual Checks tier in StateM?