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AI Socratic

Google released Gemini 3.1, continuing its push toward deeper reasoning and longer-horizon workflows, with tons of updates:

  • 1M+ token context
  • Stronger reasoning (big jump on ARC-AGI-style benchmarks)
  • Native multimodal: text, image, audio, video, code
  • Better tool use + structured outputs
  • Deeper integration across Gemini app, Workspace, and Vertex AI

Google’s angle is less about a single flashy demo and more about distribution + infrastructure leverage:

  • tight coupling with Search and Workspace
  • TPU-first optimization
  • enterprise rollout via Vertex

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Sources: Google Gemini 3.1 announcement, DeepMind model card, Vertex AI rollout, ARC AGI-2

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