~/panel

Panel Discussion: The Future of Agents and Human-Agent Collaboration

Panelat Open Agent Summit 2025 · on Tuesday, 2025-10-21· [ai-assisted-development, soft-skills]
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Panel reports that agents already autonomously solve real bug bounties and can earn tens of thousands of dollars, and that the Cyber Gym benchmark finds previously unknown zero‑days in large open‑source projects. It describes concrete infrastructure: micropayments via the X42 protocol (now in AP2), decentralized identity and reputation registries, confidential compute for trusted agents, and practical optimizations—token caching, context trimming and model routing—plus open tooling like Goose that shows per‑turn token and cost visibility.

AI-written summary · about

  1. 0:00Panel introduction
  2. 1:27Panelist introductions
  3. 2:29AI agents state and future
  4. 8:09Agent collaboration and open-source
  5. 11:45Human vs agent interactions
  6. 15:41Emerging agentic web
  7. 19:15Human-agent interface challenges
  8. 21:22Favorite agent libraries
  9. 26:29Agent framework opinions
  10. 30:06Cost optimization in agents
  11. 33:41Audience questions and closing remarks
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