In today’s Digest, we cover Meta announcing reduced reliance on third-party vendors as it expands its AI tools, Walmart securing two new patents for algorithmic pricing, and OpenAI planning a desktop superapp.

Meta reduces reliance on third-party vendors for content moderation in favour of AI

Meta Platforms has announced plans to expand the use of advanced AI in content moderation, signalling a further shift away from third-party vendors. The strategy represents a wider shift in Meta’s approach to moderation, reducing reliance on external moderation partners and focusing on its internal AI systems.

The company said the AI systems will be rolled out more widely once they consistently outperform existing methods, taking on tasks such as detecting and removing content related to terrorism, fraud, and scams. Human reviewers will continue to handle complex and high-risk decisions, including account disablement appeals and law enforcement referrals.

Chief executive Mark Zuckerberg has emphasised that AI will increasingly take on roles traditionally handled by humans, particularly mid-level operational functions.

Walmart secures patents to give algorithms more control over pricing

Walmart has secured a series of US patents designed to expand the use of machine learning in pricing decisions, underscoring the retailer’s growing focus on automated operations. One patent, granted in January, covers a system for dynamically updating product prices, particularly to manage markdowns in its ecommerce division, which generated over USD$150bn (£113.25bn) in sales last year. A second patent aims to forecast demand and recommend pricing strategies, part of a wider innovation push that has seen Walmart receive nearly 50 US patents so far in 2026.

The move comes as lawmakers in several US states scrutinise “dynamic pricing” practices for essential goods. Walmart has emphasised that its new technologies are intended to optimise internal pricing decisions rather than enable real-time, algorithm-driven price swings.

OpenAI plans desktop Superapp

OpenAI is reportedly developing a desktop “superapp” that will integrate its core products including ChatGPT, the Codex coding tool, and the AI-powered Atlas browser into a single platform. The move aims to streamline the company’s fragmented product ecosystem and improve execution. The consolidation prioritises products gaining traction, particularly Codex, signalling a shift from experimentation to focus. 

In an internal note shared with OpenAI employees, chief of applications Fidji Simo revealed: “We realized we were spreading our efforts across too many apps and stacks, and that we need to simplify our efforts… That fragmentation has been slowing us down and making it harder to hit the quality bar we want.”