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cs.AI2026
LLM-IDEA: Identifiability-Driven Experimental Agent for Autonomous Discovery of Mechanistic World Models
Surya Shetty, Ulisses Braga-Neto
Large language model agents are being increasingly deployed as autonomous scientists, designing experiments and inferring mechanistic world models with minimal human oversight. Yet…
cs.AI2026
The AI Scientific Community: Agentic Virtual Lab Swarms
Ulisses Braga-Neto
In this short note we propose using agentic swarms of virtual labs as a model of an AI Science Community. In this paradigm, each particle in the swarm represents a complete virtual…