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Jeff Dean (ex-Google) released a 1-hour lecture on full AI engineering (posted…

2026-08-07 · 15:03 UTC ·@AIFrontliner ·1 min read

Brief

Jeff Dean released a one-hour lecture (posted 2026-08-07) presenting a condensed, practical tour of AI engineering — from building LLMs (0%→1:45) and using models (17:22) to prompt engineering (30:03) and a finale on one human coordinating 100 agents (52:35). The author recommends watching the talk, then reading The AI Colony’s 12-month AI engineer path.

Why it matters

Jeff Dean (ex-Google) released a 1-hour lecture on full AI engineering (posted 2026-08-07) that the author says compresses 27 years of Google AI into one hour.

Key details

  • Lecture structure with timestamps: 0%→1:45 LLM from scratch; 30%→17:22 how to actually use AI models; 65%→30:03 prompt engineering; 100%→52:35 one human coordinating 100 agents.
  • The post urges viewers to watch the video and then read The AI Colony article “The 12-Month Path to Becoming an AI Engineer.”
Cleaned source text

Ex-Google Jeff Dean just released 1-hour lecture on full AI engineering: LLM → prompts → agent teams → graphs from 0% to 100%:

0% → 1:45 - LLM from scratch - that made Google

30% → 17:22 - how to actually use AI models

65% → 30:03 - prompt engineering

100% → 52:35 - one human coordinating 100 agents

this is 27 years of AI in Google compressed into one hour, by the person who lived it

watch it today - then read how to become an AI Engineer in the article below ↓

Video

The AI Colony (@TheAIColony)

Article

The 12-Month Path to Becoming an AI Engineer

There is a version of this story people tell themselves that goes: learn the theory, get the credential, then get hired. That path exists. It is also three to five years long, expensive, and

— https://nitter.net/TheAIColony/status/2077697047415652482#m