Meta to Monitor Employee Keystrokes and Mouse Movements for AI Training
Meta is installing tracking software on U.S. employee computers to capture mouse movements, keystrokes, clicks and occasional screen snapshots, the company told staff this week. The data will train artificial intelligence models to perform work tasks autonomously.
The tool, called Model Capability Initiative (MCI), runs on work-related apps and websites. Meta says it needs this data because its AI models struggle to replicate how humans interact with computers-selecting from dropdown menus, using keyboard shortcuts, navigating interfaces.
Meta CTO Andrew Bosworth framed the effort as part of a broader "Agent Transformation Accelerator" program. He said the company's goal is for AI agents to "primarily do the work" while employees direct and review them.
Meta spokesperson Andy Stone said the collected data would be used only for model training, not performance assessments. He said safeguards protect "sensitive content," though he did not specify which data types would be excluded.
Workforce Overhaul Underway
This tracking initiative fits a larger pattern at Meta. The company is planning to lay off 10 percent of its global workforce starting May 20 and is considering additional cuts later this year. It has also created a new Applied AI engineering team to improve coding capabilities and build agents that can handle most work to build, test and ship products.
Meta has been pushing employees to use AI agents for coding and other tasks, even if it slows them down initially. The company is also collapsing job distinctions into a new role called "AI builder."
Other major tech companies are following similar paths. Amazon trimmed 30,000 corporate employees in recent months. Block cut nearly half its staff in February.
Legal and Workplace Power Questions
Computer logging and screenshotting have long been used to monitor for misconduct. Keystroke logging takes workplace surveillance further, subjecting office workers to real-time monitoring previously reserved for delivery drivers and gig workers.
U.S. federal law does not limit worker surveillance. State laws typically require only that employers broadly inform workers they are being monitored.
European law takes a different approach. Italy explicitly prohibits electronic monitoring to track productivity. German courts allow keystroke logging only in exceptional cases, such as suspected serious criminal activity. The practice would likely violate Europe's General Data Protection Regulation.
Valerio De Stefano, a law professor at York University who studies technology and labor law, said employer surveillance shifts workplace power dynamics in the employer's favor.
For professionals in AI for Human Resources and AI for IT & Development, understanding these monitoring practices and their implications is increasingly relevant as organizations implement AI workforce tools.
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