The Environment Sets External Reality
The environment includes people, services, rules, and changing conditions outside the agent. A graph must distinguish its internal state from external facts that require observation.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
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Related
A Model Is One Component, Not the Whole Agent
In this situation—using a calculator instead of guessing a medication-cost total—which choice best applies “A Tool Changes What an Agent Can Do”?
Observation and Action Are Different
Tool Interfaces Are Typed Boundaries
Bayesian Networks Update Structured Uncertainty
Closed-Loop Control Uses Measured Feedback
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In this situation—answering when two public sources disagree about an event date—which choice best applies “Uncertainty Is Information”?
Retrieval Selects Evidence, Not Truth