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Your work trains the machine — Meta MCI

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Your work trains the machine — Meta MCI

The scariest corporate story of 2026 isn't a flashy slide deck. It's your ordinary Tuesday at your desk.

Press including the BBC and CNBC reported on Meta's Model Capability Initiative (MCI):

  • Meta built an internal tool to capture keystrokes, mouse clicks and navigation on work machines.
  • Across hundreds of sites — Google, LinkedIn, GitHub, Slack, Wikipedia and more.
  • The stated goal: train AI agents that use a computer the way a person does — "real examples of how people actually use them."
  • Employees called it "dystopian" in internal messages — especially set against the fear of job cuts.
  • After the backlash: a 30-minute pause option and some exemptions (Reuters, Jun 2026).

Meta isn't unusual in wanting behavioural data — they're just the headline example you can name down the pub. And the principle generalises: every email you draft, every ticket you close, every spreadsheet you nudge is a training signal the moment your employer logs it for AI.

So you're not being paranoid if you ask:

  • Is my company recording my screen or my apps to train a model?
  • Am I quietly speeding up a tool that's designed to replace part of my own role?
  • Who actually owns the model that gets built out of my work?

The partial defence is simple to say and harder to do: get yourself into the group that directs, audits and deploys AI — not just the group whose output feeds it blind. That, in one sentence, is why I built this course.

Continue — the physical robots.

Warning

Real power. Educational use only.

What we teach you to build is genuinely powerful — uncensored assistants, agents, and automations on your own hardware. In the wrong hands, that is as dangerous as malicious code in the wrong hands. We do not teach illegal, malicious, or harmful use. You are responsible for what you deploy.

See what we mean →