Erbar-Maas Singular Causal Interventions
An interactive laboratory demonstrating singular limits on Continuous-Time Markov Chains.
Academic Papers
Dual Certificates for Agent Audit: Separating Structural Unrecoverability from Decision Relevance
Auditing a deployed language-model agent requires two separable quantities: how much operative state escapes the recorded trace, and how much of that residual state drives behavior. We introduce a dual-certificate…
Your Model Update Is an Eviction Notice: Property Estates in Parasocial AI Relationships
Users who sustain parasocial relationships with AI systems acquire equitable interests that contract, tort, and consumer protection law cannot recognise. Model updates that unilaterally alter personality parameters…