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cs.AI2026
Separable Pathways for Causal Reasoning: How Architectural Scaffolding Enables Hypothesis-Space Restructuring in LLM Agents
John Alderete, Sebastian Benthall, Sebastian Benthal +2
Causal discovery through experimentation and intervention is fundamental to robust problem solving. It requires not just updating beliefs within a fixed framework but revising the…
cs.AI2025
Validity Is What You Need
Sebastian Benthall, Andrew Clark
While AI agents have long been discussed and studied in computer science, today's Agentic AI systems are something new. We consider other definitions of Agentic AI and propose a ne…