Meta is installing monitoring software on the work devices of thousands of employees and contractors across the US. The program, called the Model Capability Initiative, captures keystrokes, mouse movements, and screenshots while workers use common applications. The goal: train AI agents that can replicate how humans interact with internal systems.
Meta is simultaneously planning to cut roughly 8,000 jobs, creating a situation where employees are effectively helping build the tools that could make their roles redundant.
What the Model Capability Initiative actually does
MCI is a structured telemetry collection system that records granular details about how employees work on their machines. The software activates when approved applications are in use, operating on a whitelist system. The data types being collected include keystrokes, mouse movements, and periodic screenshots. All of this feeds into training internal AI agents designed to mimic human interaction patterns across Meta’s software infrastructure.
Employees cannot opt out of the program. When participation is mandatory, the power dynamic between employer and employee shifts in ways that labor advocates have been warning about for years.
