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Research questionHow can AI agents onboard and control unfamiliar hardware across platforms without bespoke integrations?Integrating each new device commonly requires manual driver selection, dependency setup, interface design, and deployment work. Platform differences make those steps difficult to reproduce and maintain across hosts.
AI Agents
Code Generation & Program Synthesis
Latest papersRecent research connected to this question, newest first.Octopus Protocol: One-Shot Hardware Discovery and Control for AI Agents via Infrastructure-as-PromptsThe source describes a system that assumes shell access and a model API key, discovers operating-system-visible hardware, generates typed tools and hardware-facing code, and maintains the resulting endpoint with a repair daemon. Evidence spans four hosts, multiple operating-system and processor settings, and two device-access paths; it does not establish generality to hardware unavailable through the host or to other deployment environments.research paper · Sep 4, 2026
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