A practical field guide for technical professionals moving into AI native roles. Covers the full stack in plain language across 14 sections, from model training and architecture to evals, safety, RAG, and agents. No research background needed. Includes a 30-question quiz with instant feedback and per-topic scoring so you know exactly where your gaps are. Built by a senior TPM with 15 years across AI/ML platforms and infrastructure. Free to download, pay what you want if you find it useful.
I built this for myself after hitting a ceiling in technical AI conversations despite 15 years as a TPM embedded in AI/ML platforms and infrastructure. If you are moving into an AI native role or just want to get sharper on the fundamentals, grab it for free. Happy to answer any questions about what is covered or what is coming next.
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