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Meta to track employee behaviour to power next-gen AI systems

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Meta to track employee behaviour to power next-gen AI systems
23 Apr 2026
min read

News Synopsis

Meta, the parent company of Facebook and Instagram, is set to begin tracking how its employees interact with computers, including monitoring their keystrokes and mouse clicks, as part of a broader push to strengthen its artificial intelligence (AI) capabilities.

The move highlights Meta’s aggressive strategy to remain at the forefront of AI innovation, but it has also sparked concerns among employees regarding privacy and workplace surveillance.

New Tool to Log Employee Activity

The company informed its workforce that a new internal system will be deployed across Meta’s computers and applications to record user activity.

What the tracking tool does

The tool will:

  • Monitor keystrokes
  • Track mouse movements and clicks
  • Log interactions across internal apps

This data will then be used as training material to improve AI systems designed to automate and assist with everyday digital tasks.

Official explanation from Meta

A company spokesperson explained the rationale behind the move, stating:
"If we're building agents to help people complete everyday tasks using computers, our models need real examples of how people actually use them."

He further clarified:
"The data is not used for any other purpose," and added that the tool includes "safeguards in place to protect sensitive content".

Employee Concerns Over Privacy and Job Security

Despite the company’s assurances, the announcement has triggered unease among employees.

Internal criticism emerges

One Meta employee, speaking anonymously, described the development as troubling:
"very dystopian".

The employee also pointed to broader concerns about job stability, adding that the tracking initiative comes at a time when workers are anticipating further layoffs.

Growing frustration within workforce

Another former employee criticised the move, stating:
"just the latest way they're shoving AI down everyone's throat".

Fear of increased automation

Employees are worried that data collected from their daily work could eventually be used to automate tasks currently performed by humans, potentially leading to job redundancies.

Layoffs and Hiring Freeze Add to Concerns

Meta’s workforce anxiety is compounded by recent organisational changes.

Job cuts and reduced hiring

The company has already laid off around 2,000 employees this year in smaller rounds of cuts. Reports suggest that additional layoffs could follow in the coming months.

Sharp decline in job listings

A noticeable reduction in hiring activity has also been observed:

  • Around 800 job listings were available in March
  • Now, only seven roles are being advertised

Meta has not commented on the reduction in job postings or future workforce plans.

Model Capability Initiative (MCI) at the Core

The new tracking system is part of Meta’s Model Capability Initiative (MCI), as first reported by Reuters.

Evolution of data usage

While employee activity on company systems was previously accessible, the explicit use of such data for AI training and model improvement represents a new development.

Enhancing AI learning

By analysing real-world usage patterns, Meta aims to build AI systems that better understand:

  • User workflows
  • Task execution patterns
  • Human-computer interactions

Meta’s Massive Investment in AI

The tracking initiative aligns with Meta’s broader push into artificial intelligence under the leadership of Mark Zuckerberg.

Rising AI expenditure

Meta plans to spend approximately $140bn on AI in 2026, nearly doubling its investment compared to the previous year.

Strategic acquisitions and partnerships

In 2025, Meta invested $14bn (£10.3bn) to acquire nearly half of Scale AI, bringing in key executives to strengthen its AI capabilities.

New AI developments

The company recently introduced its AI model Muse Spark through its revamped Meta Superintelligence Labs division, signaling a renewed focus on cutting-edge AI research.

AI Set to Transform the Workplace

Meta’s leadership believes AI will fundamentally reshape how work is done.

In January, Zuckerberg stated:
"the year that AI dramatically changes the way we work".

He added:
"We're starting to see projects that used to take big teams now be accomplished by a single, very talented person,"

Implications for workforce

This vision suggests a future where:

  • Smaller teams achieve more with AI
  • Automation replaces repetitive tasks
  • Human roles evolve toward higher-level problem-solving

Conclusion

Meta’s decision to track employee activity for AI training reflects the growing importance of real-world data in building advanced artificial intelligence systems. While the initiative could significantly enhance the company’s AI capabilities, it also raises critical questions about employee privacy, workplace surveillance, and the future of jobs.

As Meta continues to invest heavily in AI and streamline its workforce, the balance between innovation and ethical responsibility will remain under scrutiny. The coming months will likely determine how successfully the company can navigate employee concerns while advancing its ambitious AI agenda.