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June 23, 2025 • 16 mins

This episode covers AIE World's Fair Recap of Day 2 focusing on Keynotes & SWE Agents.

đź§  Key Takeaways:

  • Moore’s Law for AI Agents: Capability is doubling every 70 days—yes, you read that right.
  • Specifications = “New Code”: Aligning human intentions/values directly with model behavior—beyond old-school code artifacts.
  • Evals: Absolutely critical for shipping AI, enabling rapid experimentation and tight feedback loops.
  • Dagger “Container Use”: Secure, customizable, and multiplayer-ready agent environments.
  • Thinking in Gemini: Models now iteratively “think” for smarter, dynamic responses with variable compute.
  • Google Jules: Async coding agent supporting multitasking and parallel experimentation.
  • GitHub Copilot Agent Mode: Autonomous searching, task execution, and self-healing for dev workflows.
  • Brain Trust Loop Agent: Automated prompt, dataset, and scorer optimization—total eval game-changer.
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