Social media giant Meta has been revealed to be implementing an internal project called the "Model Capability Program." According to a memo obtained by Reuters, the company is installing tracking software on the computers of its U.S. employees to collect real-time data on mouse movements, clicks, and keyboard inputs, which reflect subtle human-computer interactions.
This move is a key part of Meta's vision for creating "autonomous AI agents." By recording the operation paths of real employees on office software, Meta hopes to train its artificial intelligence models to handle complex daily office tasks like humans, thereby improving the company's overall operational efficiency.

Simulating Real Interactions, Breaking AI Office Bottlenecks
Meta's artificial intelligence researchers point out that current AI models still have shortcomings in simulating fine-grained human-computer interactions. For example, how to accurately select options from a drop-down menu or skillfully use various keyboard shortcuts—these operations require a large number of real samples as learning material.
The company's Chief Technology Officer, Bosworth, said the future vision is for AI agents to take on most of the basic work. The role of humans will shift to that of commanders and reviewers, and this data collection is intended to allow AI agents to automatically identify needs and perform better next time.
Privacy Concerns Arise, Data Compliance Faces Challenges
Although Meta emphasizes that this data is used only for model training and is not linked to employee performance evaluations, this high-intensity monitoring practice has sparked significant controversy in the academic community. Legal experts point out that recording keyboard inputs further invades employees' private behaviors, with very delicate legal boundaries.
Additionally, the compliance of such practices varies across regions. In the strict legal environment of the European market, similar monitoring activities may face the risk of violating the General Data Protection Regulation (GDPR). While using technology to improve productivity, how to balance employees' privacy rights has become an urgent issue for tech giants to address.



