AI Pulse · Frontier Labs Watch

Reverse-engineering of Meta’s Muse appears to show inactive code for an invite system that could give users extra free usage. The timing, close to Meta Connect, has people watching for a broader rollout that uses invite codes to spread access beyond the initial launch. Meta hasn’t confirmed any of this, so treat it as a signal rather than a product announcement. The underlying finding is detailed in this testing report.

Why should an operator care? Invite-based launches are not just a way to manage demand. They can turn early users into a distribution channel. If someone gets more usage by bringing in colleagues or friends, the product can spread through teams before a paid sales process ever starts. That matters if Muse becomes relevant to the work your marketing, creative, product, or customer teams do. Adoption may begin informally, with employees testing it on free access, then become something the business needs to govern.

The practical move is not to chase an unconfirmed feature. It’s to be ready when tools arrive through the side door. Know which teams can trial new AI products, what data they can use, who approves paid plans, and how you’ll decide whether a popular tool is actually producing useful work. This is the kind of thing we build into an AI command centre, giving leaders visibility before scattered experimentation becomes another unmanaged software bill.