Cognitive Architecture

Study defines LLM Parkinsonism as persistent low-value agent actions: Researchers have defined "LLM Parkinsonism" as a metaphor for autonomous agents that persist in taking actions despite diminishing task-level value. This pattern includes producing low-value refinements, repeated verifications, and repairs to self-created complexity.

Research • arXiv

Li Auto releases embodied AI trilogy including ME-Brain-1.0: Li Auto's Foundation Model team has released its embodied AI trilogy, consisting of ME-Brain-1.0, the ME-U0 unified world-action model, and ME-VLM cognitive models. The ME-VLM release includes a 35B-A3B model and a 4B edge SKU designed for the M100 SoC. The release emphasizes system architecture over vehicle branding.

Artificial Intelligence • Pandaily