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Meta has begun installing a tool called the Model Capability Initiative (MCI) on U.S.-based employees’ work computers to capture mouse movements, clicks, keystrokes and occasional screenshots for use as training data for its artificial intelligence models, Reuters and other outlets reported on April 21-22, 2026.
The software runs on a curated list of work-related apps and websites and is presented as part of an internal push — rebranded as the Agent Transformation Accelerator — to build AI agents that can navigate interfaces and automate routine tasks.
Meta says the data will be used only for model training, will not be used for performance reviews and that safeguards are in place to protect sensitive content, though it has not detailed exclusions.
The move comes as Meta ramps AI spending and reorganises engineering teams, while also planning roughly 10% global workforce reductions beginning in May, prompting employee concern and wider criticism from privacy advocates and labour experts.
Legal experts note the approach faces fewer hurdles in the U.S. than under EU data-protection rules.
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Training AI to interact with user interfaces is a known technical approach because many apps lack APIs; that makes employee interaction data valuable for building workflow agents. That value raises real risks: faster automation of routine roles, broader workplace surveillance, and likely pushback from unions and regulators.








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