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How should product managers learn AI?

Short answer from Learnetto's Best AI product management courses guide.

Short answer

PMs should learn AI literacy, use-case selection, workflow design, evaluation, UX risk, and enough technical vocabulary to ask engineering good questions. Tool lists are not enough.

Context from the full guide

Use Duke's AI Product Management Specialization for a structured path, Peter Yang and Lenny Rachitsky for operator examples, and eval resources when product quality has to be measured rather than guessed.

Read Best AI product management courses

Useful resources

  1. AI Product Management Specialization

    Specialization · Duke University · Beginner to intermediate

    You want a structured product-management route for scoping, evaluating, and shipping AI products.

  2. Generative AI for Everyone

    Course · DeepLearning.AI · Beginner

    You want a non-technical foundation for deciding where generative AI fits in a team or business.

  3. ChatGPT shared-link account takeover response guide

    AI product security analysis · Parameter Security · Intermediate

    Use this to understand the fixed ChatGPT shared-link exploit, assess past exposure and review cross-frame trust in products that render user-controlled HTML.

  4. OpenAI Model Spec October 2026 changes explained

    AI behavior policy analysis · OpenAI · Intermediate

    Use this guide to understand OpenAI's October 2026 Model Spec revision and turn its intended behavior into tests for an AI product.

  5. OpenAI Signals work dataset explained

    AI work data analysis · OpenAI · Beginner to intermediate

    You want to interpret OpenAI's October 26 dataset on consumer ChatGPT work use without treating message shares as employment, productivity or job-displacement evidence.

  6. Claude Duet explained: Anthropic's proactive agent

    AI product news analysis · Anthropic · Beginner to intermediate

    Claude Duet is Anthropic's proactive AI agent for work. Learn how its background tasks, morning brief, approvals, connectors, limits and waitlist work before giving it access to business apps.

  7. AI SDK v6 Crash Course

    Workshop · Matt Pocock · Intermediate

    You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns.

  8. The AI Engineer Roadmap

    Free tutorial · Matt Pocock · Beginner to intermediate

    You want a guided path through core AI concepts, model selection, the AI engineering mindset, evals, and techniques for improving LLM-powered apps.

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