Meta Platforms is making significant strides in its quest for AI dominance, moving to secure both the intellectual fuel and the physical hardware required to power its next generation of models. In a notable shift towards formal licensing, the social media giant has inked a multi-million dollar agreement with Rupert Murdoch’s News Corp, marking a departure from the “scrape first, ask later” approach that has recently plagued the industry with legal headaches.
Premium data for premium models
Under the terms of the deal, Meta will pay an estimated $50 million annually for access to a vast archive of high-quality journalism. This repository includes content from prestige titles such as the Wall Street Journal, providing the company’s Large Language Models (LLMs) with a goldmine of professionally authored, fact-checked material.
Unlike the chaotic data found across the open web, these news archives offer structured metadata and verified information, which are essential for refining AI accuracy. Perhaps more importantly, the integration of real-time reporting allows Meta’s chatbots to provide users with responses rooted in current events, rather than relying on outdated training sets. For publishers, the deal represents a vital new revenue stream, turning decades of intellectual property into a recurring financial asset.
The infrastructure behind the screens
While the content deal handles the software side of the equation, Meta is equally focused on the metal. The company continues to pour resources into developing its own proprietary chips specifically designed for training AI. This move towards vertical integration aims to reduce reliance on third-party hardware vendors and optimise the massive computational power required to sustain its global ecosystem.
It is an ecosystem of staggering proportions. As of early 2026, Meta’s family of apps—including Facebook, Instagram, WhatsApp, Threads, and Messenger—boasts 3.58 billion daily active users. Despite the headlines surrounding its “Reality Labs” division and hardware like the Meta Quest, the company remains, at its core, an advertising powerhouse. Ad space still accounts for a massive 98.7% of its total revenue, with nearly 40% of that income generated in the US and Canada, followed closely by the Asia-Pacific and European markets.
Market confidence and scale
The financial markets appear to be responding positively to Meta’s dual-track strategy of securing data and building chips. Shares on the Nasdaq saw a 1.93% lift as the market closed on 4 March 2026, bringing the price to $667.73.
With a global workforce of nearly 79,000 employees, the company is leveraging its immense scale to navigate the transition from social media leader to AI pioneer. By opting for paid partnerships over litigious web-scraping, Meta seems to be betting that a more structured, legally sound approach to data acquisition will provide the stability needed to maintain its dominance in the digital advertising and social networking sectors.