Name: The AI Industry Field Guide

What it does

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.

This field guide covers everything a technically-minded professional needs to understand how AI systems are actually built, tested, and shipped. From model training and architecture to evals, safety, RAG, and agents, it walks through the full stack in plain language without assuming a research background. Includes a 30-question knowledge quiz at the end to pressure test what you learned. Whether y

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