111 citations · 115 across the 9 of their papers we have counts for
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cs.CE2026
The Design and Composition of Structural Causal Decision Processes
Sebastian Benthall, Alan Lujan
We present two new classes of causal models of decision-making agents. Our approach is motivated by the needs of modeling the economics of computing systems. These systems are comp…
cs.AI2026
Separable Pathways for Causal Reasoning: How Architectural Scaffolding Enables Hypothesis-Space Restructuring in LLM Agents
John Alderete, Sebastian Benthall, Connie Xu +1
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…