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cs.AI2026
Time, Identity and Consciousness in Language Model Agents
Elija Perrier, Michael Timothy Bennett
Machine consciousness evaluations mostly see behavior. For language model agents that behavior is language and tool use. That lets an agent say the right things about itself even w…
cs.AI2025
Agent Identity Evals: Measuring Agentic Identity
Elija Perrier, Michael Timothy Bennett
Central to agentic capability and trustworthiness of language model agents (LMAs) is the extent they maintain stable, reliable, identity over time. However, LMAs inherit pathologie…
cs.AI2025
Position: Stop Acting Like Language Model Agents Are Normal Agents
Elija Perrier, Michael Timothy Bennett
Language Model Agents (LMAs) are increasingly treated as capable of autonomously navigating interactions with humans and tools. Their design and deployment tends to presume they ar…