AI News 2025-12-18

General

Research Insights

  • A new method, Poetiq, reaches new record (54%) on ARC-AGI-2. The method layers a “meta system” over generic LLMs, optimizing their usage to the task.

LLM

AI Agents

  • Google DeepMind: Towards a Science of Scaling Agent Systems. If individual agent performance is too low, multi-agent systems tend to do even worse. Independent agents lead to error amplification, while central coordination can reduce this effect.

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