
Staying aggressive on the frontier, he added, “now means protecting optimization in-house, operating tighter R&D loops, and proudly owning the whole stack. The transfer towards a closed mannequin, with Avocado on the centre, tells us Meta now not sees its AI as gasoline for the ecosystem. It sees it as product — one thing to promote, shield, and scale.”
This shift is no surprise, mentioned Gogia, “however it’s consequential. It reshapes how Meta shall be perceived by builders, enterprise consumers, and business companions. Openness earned Meta belief and relevance when it was making an attempt to realize floor. Closing the stack now permits for efficiency management, monetization levers, and vendor differentiation.”
As well as, he identified, “it additionally isolates Meta from the standards-led coalition constructing that’s defining the following part of agentic AI. That isolation could serve short-term business targets, but it surely dangers long-term architectural compatibility in a world that’s trending towards interoperable intelligence.”

