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Tech giant Meta could shake up the artificial intelligence (AI) scene with a massive investment in Scale AI, a startup specializing in data labeling. According to information reported by Bloomberg, Meta is in negotiations to inject over $10 billion into the company, potentially marking its largest external AI investment to date. This commitment is part of a broader strategy aimed at strengthening Meta’s position in the race for technological innovation, facing competitors like Microsoft and OpenAI.
A strategic partnership for AI
Scale AI, founded in 2016 by Alexandr Wang, plays a crucial role in the AI ecosystem by providing high-quality data to train artificial intelligence models. These data, carefully labeled and formatted, are essential for companies like OpenAI, Anthropic, Microsoft, and now Meta. This investment could exceed $10 billion, an amount that, if realized, would place Scale AI among the most well-funded technology startups in the world.
Meta’s interest aligns with Mark Zuckerberg’s ambitions, who announced a global investment plan of $65 billion in AI for 2025. Unlike its competitors who often rely on their own cloud infrastructure, Meta appears to be opting for a strategic collaboration with specialized players like Scale AI, thereby strengthening its access to critical data for its own models, such as Llama.
A collaboration already underway
Meta and Scale AI already maintain close ties, particularly through projects like Defense Llama, a language model adapted for military use. This investment could accelerate these initiatives and consolidate Scale AI’s position in strategic sectors, including national defense, where the startup has secured contracts with the U.S. Department of Defense. With revenue of $870 million in 2024 and forecasts reaching $2 billion in 2025, Scale AI demonstrates rapid growth, supported by investors like Nvidia and Amazon.
Controversies and ethical challenges
However, this investment is not without controversy. Scale AI recently faced an investigation by the U.S. Department of Labor regarding its salary practices, particularly the use of foreign subcontractors in low-wage countries like the Philippines and Kenya. Although the investigation was dropped in May 2025, these questions raise debates about working conditions in the AI industry, an issue Meta may need to address to appease critics.
What are the implications for the future?
If the deal is finalized, this investment could redefine the competitive dynamics in AI. Meta, which has often bet on internal developments, now seems to be diversifying its strategy by relying on external partners. This could accelerate the deployment of its AI assistants and strengthen its leadership in a market dominated by players like Microsoft, which invested $13 billion in OpenAI, or Google, with its own massive infrastructure.
For users and businesses, this could mean rapid advances in AI applications, but also questions about growing dependence on data and the ethical practices underlying it. The evolution of this collaboration will need to be closely monitored, particularly when the terms of the agreement are finalized.
In summary, Meta’s potential investment in Scale AI illustrates a new phase in the AI race, where data is becoming the gold of the 21st century. It remains to be seen whether this strategy will pay off or if it will amplify the ethical challenges already present in the sector.
Sources
- Le Monde Informatique. “Meta would invest billions of dollars in Scale AI.”
- X: https://x.com/charles_janus/status/1931658161028563359
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