Meta Invests $14.3 Bn in Scale AI, Taps Alexandr Wang for ‘Superintelligence’ Unit

Meta Platforms has finalized a massive $14.3 billion investment in Scale AI, acquiring a 49% stake in the data-labeling startup. This deal values Scale AI at $29 billion, making it one of Meta’s largest investments, second only to its WhatsApp acquisition.

A key aspect of this move is the recruitment of Scale AI’s CEO, Alexandr Wang, who will join Meta’s newly established "superintelligence" unit. This lab is focused on advancing artificial general intelligence (AGI) and positioning Meta as a leader in AI development. Wang will remain on Scale’s board while Jason Droege steps in as interim CEO.

Scale Al is a data-labeling and Al infrastructure company founded in 2016 by MIT-dropout Alexandr Wang and Lucy Guo. Based in San Francisco, it specializes in annotating and curating datasets for Al model training, serving clients like OpenAl, Google, Microsoft, and the U.S. government. Scale AI also operates subsidiaries like Remotasks and Outlier, which recruit gig workers to manually label data for Al applications, including self-driving cars, large language models, and military projects. 

Scale Al has also developed SEAL (Safety, Evaluations, and Alignment Lab) to assess Al model capabilities and alignment.
Meta’s decision to invest in Scale AI comes at a time when it seeks to refine its AI model strategy, particularly following the lukewarm reception of Llama 4. By partnering with Scale AI, Meta gains access to high-quality labeled data crucial for AI model training. Scale AI has been a key player in providing labeled datasets to major tech firms, including OpenAI, Google, and Anthropic, as well as government agencies like the U.S. Department of Defense.

Interestingly, Meta opted for non-voting shares in Scale AI, likely to avoid antitrust scrutiny. As regulatory pressures mount against major tech companies, this approach allows Meta to benefit from Scale’s expertise without triggering further investigations.

This move mirrors strategies adopted by Microsoft, Google, and Amazon, who have strategically invested in AI startups to accelerate their own development while bringing in top talent. Meta’s entry into the AI investment space signals a renewed push toward achieving superintelligence and enhancing its AI capabilities.

The investment raises significant questions about Meta’s long-term AI strategy. Will this push towards AGI place it ahead of competitors? And how will Scale AI’s capabilities reshape the future of AI innovation?.