HumanoidTraining

About

Hey, I’m Ram.

Twenty years in the software that runs factories. I write FabSpeak, one story a week on AI and semiconductor manufacturing from the factory floor. This site is where the humanoid thread lives.

Why this site exists

Most coverage of humanoid robots is about the body: the hands, the walking, the demo video. The part that decides whether a robot ever earns its keep in a plant is the training, and the training is a data and systems problem, which is the problem I have spent my career on.

So this is FabSpeak’s rule applied to humanoids: the mechanism underneath the headline, the number that makes it real, the caveat nobody puts in the press release, and one thing you can try on Monday.

Independent. No sponsors, no vendor placements, no invented numbers. Every figure links to its source on the References page.

A note on the pictures. Every photograph here except the two of me was generated for this site, so nothing on these pages is a stock image or a press photo lifted from a manufacturer. They illustrate ideas; they are not documentation of any particular company’s robot, and none of them should be read as a photograph of a real deployment.

Elsewhere

fabspeak.com — the weekly breakdowns, tips, quizzes and fourteen-second MES explainers.
YouTube @fabspeak — the video versions.
LinkedIn — where the conversation happens.

Ram Agarwal, photographed among robotic arms on a production line

Get in touch

  • A correction. The most useful message you can send, and corrections get published, not quietly edited.
  • You work in robotics or in a fab and something here was wrong, or right for the wrong reason.
  • Speaking, podcast or panel on humanoids in manufacturing.
  • Something you want explained. Recurring questions become pages.

Messages go through LinkedIn: it is the one inbox that gets read every day, and the argument is public, which is the point.

Message on LinkedIn YouTube