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Phase 12 · AI & Modern Product Management

Topics

AI / LLM Product Fundamentals

Part of the Product Management Roadmap.

Summary

A working, non-engineering understanding of how large language models generate text, why they can be confidently wrong ('hallucinate'), and what that means for product design decisions.

How to Learn This

  • 1Read a beginner-friendly explainer on how LLMs predict the next token.
  • 2Learn the term 'hallucination' and why it's a fundamental property, not just a bug to patch.
  • 3Try the same prompt on 2-3 different AI tools and compare the outputs.

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Facilitating Effective Meetings

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Prompt Engineering for PMs

More topics in AI & Modern Product Management

Prompt Engineering for PMsDesigning AI Features (UX for Uncertainty)Evaluating AI Feature QualityResponsible AI & Ethics BasicsAI Tools for PM ProductivityBuilding a Lightweight AI Prototype (No-Code)
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