Meta Is Turning Its Workforce Into An AI Training Moat

InnovationAIMeta Is Turning Its Workforce Into An AI Training MoatByRenana Ashkenazi,Contributor.Forbes contributors publish independent expert analyses and insights. Managing Partner at Grove Ventures, investing in deep-tech and AIFollow AuthorApr 24, 2026, 07:30am EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.In Créteil, France, on September 29, 2025, the Meta AI logo appears on a smartphone held in one hand with an abstract illustration of blue and purple colors in the background. Meta, the parent company of WhatsApp and Meta AI, makes the Artificial Intelligence assistant mandatory in its instant messaging app. (Photo Illustration by Samuel Boivin/NurPhoto via Getty Images)NurPhoto via Getty ImagesThere’s a particular kind of AI moat that cannot be bought, rented or scraped from the open web: It is the granular record of how humans actually do their jobs. The hesitation before a dropdown menu, the specific backspace pattern when someone abandons a sentence, the order in which tabs get opened. This week, Meta became the first company at scale to start manufacturing it.The Dropdown Menu ProblemMeta disclosed the ‘Model Capability Initiative’, or MCI program, in a memo to a staff channel belonging to Meta Superintelligence Labs — not Human Resources, which is the first signal about what the program actually is.On a designated list of work apps and websites, MCI records mouse movements, click locations, keystrokes and intermittent screenshots from U.S. employees' work computers. The memo's stated goal is not performance management; it is to help Meta's AI models learn computer-use behaviors they currently struggle with — specifically, navigating dropdown menus and using keyboard shortcuts. Meta says employee activity on company machines has been monitored for years and that safeguards protect sensitive content.Meta is spending between $115 billion and $135 billion on AI capita...