Agentic AI at Work: What L&D Must Be Ready for in 2026

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Everyone’s waiting for AI to get “better.” For hallucinations to disappear. For the system to finally be perfect. Spoiler: it won’t. GenAI is probabilistic, which means it will always make mistakes. And agentic AI? That just means we’re giving those mistakes legs. It’s error on the move. Which, let’s be honest, makes AI less like a tool and more like… us.

By 2026, that’s the workplace: every leader suddenly a leader of leaders, every IC managing a squad of AI ICs, and error baked into every layer. It’s messy. It’s unpredictable. And if L&D thinks the answer is “more content, faster,” we’re rehearsing for the wrong show.

In this session you’ll learn:

  • Why error is structural in agentic AI (and why “fixing” it is a false hope).
  • How to pivot from content delivery to rehearsal environments.
  • The human skills that matter most now—judgment, improvisation, trust, and resilience.
  • How to redefine L&D’s value when our job is no longer efficiency, but preparing people to thrive in imperfection.

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