What humanoid robots are actually for
Count the cuts in the demo video, then count the contacts in your own hands. Two numbers, one honest picture.
What this course is
Humanoid robots are the most heavily marketed hardware category in a decade, and the public evidence is almost entirely video. This course treats that video as data rather than as argument.
You will do two things nobody does: count the edits in a demo, and count the contact events in a task you perform with your own hands. Those two numbers explain most of the gap between what gets shown and what gets shipped.
What you'll leave with
- A cut count from a demo you pick, with the longest unbroken take timed.
- A contact count from a two-minute household task you do yourself.
- A cost-per-useful-hour comparison against purpose-built automation for the same job.
What this is not
It is not an argument that humanoids will fail. It is the set of measurements that would tell you whether a specific claim about them is true, which is a different and more useful thing to own.
Module 0 — Reading the evidence
Free. Two afternoons with a stopwatch, and you will never watch one of these videos the same way.
- Count the cuts — A demo's edit pattern tells you more about reliability than its narration ever will. (20 min)
- Count the contacts — Two minutes of your own hands, and the reason manipulation is hard stops being abstract. (25 min)
- The cost of being general — One machine that does forty tasks badly, against forty machines that each do one well. (25 min)