AI Winter: When the Promises Outran the Results
A road trip, a budget meeting, and the research that kept going. SunJewel and Patch ask what happens when impressive demonstrations meet a less predictable world.
The Study · DoNotEnergize
Plain-English AI for people being asked to use, manage, or approve it. These lessons are free.

A road trip, a budget meeting, and the research that kept going. SunJewel and Patch ask what happens when impressive demonstrations meet a less predictable world.
SunJewel and Cabby open the ELIZA case: the comfort of a conversation, the machinery behind it, and the questions worth keeping.
An answer is not an access badge. What changes when a model is given tools and a job to do?
Watch the lesson and read the key ideasYour little question may have brought luggage. Tokens, context, and limits explained through a trip to the arcade.
Watch the lesson and read the key ideasExplore AI history in the Study
A guide to the distinctions behind rules, chatbots, and agents.
Open What Actually Counts as AI?Cabby returns to the help desk to unpack what people mean by training an agent.
Open What Does “Train an Agent” Actually Mean?Start before ELIZA and follow the questions that shaped the machinery. The imagined journey accompanies historical reading in the Study.
Open AI Before ELIZA: What Were We Trying to Build?A desert race opens a practical question: what does autonomous actually mean?
Open What Autonomous AI Actually MeansMeet the chess machine that made an audience wonder what a machine could do.
Open The Mechanical TurkA welcome from this world · 0:52 · AI Isn’t Magic: Understand Before You Automate ↗