{
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  "name": "Justin Garringer",
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  "research_focus": "What changes when AI becomes a persistent computational entity with state, tools, history, permissions, environmental interaction, and machine-to-machine relationships.",
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    "persistent AI agents",
    "tool-using agents",
    "agent memory and state",
    "agent identity and authorization",
    "machine-to-machine communication",
    "fast agent control protocols",
    "small-model learning dynamics",
    "curriculum ordering",
    "model history effects",
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    "scientific instrumentation for AI systems",
    "world models",
    "embodied AI",
    "model self-report"
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  "updated_at": "2026-09-01"
}