Internal Meta Post Ignites Outcry Over Mandatory Laptop Monitoring for AI Training

A Meta engineer’s internal post criticizing mandatory laptop monitoring for AI training went viral inside the company, reportedly reaching nearly 20,000 employees and helping to mobilize a petition demanding an end to the Model Capability Initiative.

A post from a Meta engineer protesting mandatory laptop monitoring has spread widely inside the company, reportedly reaching nearly 20,000 coworkers and galvanizing a petition that began circulating last Thursday. The post framed the program as a privacy invasion and urged colleagues to oppose using employee activity as training data for the company’s AI models — an escalation that has intensified internal debate over workplace surveillance and its role in product development.

The contested software, called the Model Capability Initiative, was installed last month on the laptops of US employees and is mandatory for those devices. According to reporting, the tool records employees’ screens when they use certain apps and seeks “real examples of how people actually use” computers, capturing mouse movements, clicking behavior and navigation of dropdown menus. The company has not publicly said whether the initial data collection has produced useful results.

The rollout comes as several firms race to build agentic AI systems that can navigate interfaces autonomously. Historically, interaction datasets for training such systems have been gathered from volunteers or paid participants; requiring broad, internal device recording to assemble training data appears to be a newer tactic that has unsettled many workers. In the United States, employers generally have broad latitude to monitor worker devices for security, training and evaluation purposes, heightening tension between legal authority and employee expectations of privacy.

Employee backlash has produced tangible workplace effects: 16 current and former employees told reporting that the monitoring is a leading factor behind what they described as record low morale. Organizers say the surveillance push is a primary driver of a unionization effort in Meta’s UK offices. United Tech and Allied Workers representative Eleanor Payne told reporters the surveillance and AI training program is “the No. 1 thing” prompting organizing activity. While only US employees are currently subject to the tracking, UK staff say they fear the program could expand.

Protest activity has moved beyond internal posts and petitions: workers have posted flyers in company cafeterias and other communal areas in California and New York, and some posters were reportedly removed by the company while others remained. Language seen in the circulating petition demands an end to extracting employee data for AI training and asks the company to respect employees’ legal right to organize; organizers declined to disclose the petition’s signature count or whether they will pursue additional legal or regulatory steps. The company declined to comment.