Call for new regulation — Contrary to many tech CEOs who resist oversight, Zuckerberg called for the U.S. government to develop new regulatory frameworks for AI model releases and pledged a $1 billion community fund for areas near Meta's data centers .
The Muse Glimmer vs. Muse Spark tension — Meta released Muse Glimmer, a 30-billion-parameter model, as truly open-weight under a permissive Apache 2.0 license, designed to run on a single consumer GPU . But the more powerful Muse Spark 1.2 was initially launched with closed weights, and Meta only committed to opening those weights after the backlash became clear, reversing its earlier shift toward proprietary cloud services
. This pattern — open-sourcing smaller models while keeping the frontier models proprietary until pressure builds — undercuts the manifesto's universalist rhetoric.
Advertising business model tension — Reuters Breakingviews noted that the manifesto reads more like "ad than tech": for Zuckerberg's vision to work, the world needs open-source models like Meta's, not closely guarded rivals. The conclusion "renders an otherwise thoughtful piece self-serving" . Meta's entire revenue depends on capturing user attention and data for advertising, which sits uneasily alongside a call for genuinely decentralized user control
.
Ben Goertzel, the "Father of AGI" and CEO of SingularityNET, directly challenged Zuckerberg's vision in an exclusive interview. He agrees that AI should not be controlled by a single organization, but argues that Zuckerberg's approach falls short of genuinely distributing power . Goertzel's core distinction: open access to use a model is not the same as distributed ownership and control over the infrastructure. Meta still controls the training compute, the data pipelines, and the deployment ecosystem — meaning users get access to models, but not actual power over the technology's direction
. "If the code is open but the data takes a server farm to store and you need a hyperscaler server farm to use it, the fact that the code is open doesn't help that much," Goertzel warns
. He advocates for fully decentralized AGI built on blockchain networks where the core code is community-owned, not corporate-controlled
.
U.S.-China competition — The manifesto is explicitly positioned as a bid for American leadership in the AI race. Zuckerberg warned that safety-focused regulations risk concentrating power among a handful of frontier labs while handing Chinese developers a competitive edge . Fortune reported that the manifesto was a "media blitz" emphasizing the battle against Chinese rivals, and Meta framed open-source as the winning American strategy .
Massive CapEx commitment — Meta has committed $130–145 billion in capital expenditure on AI infrastructure, reinforcing the view that the race will be won by whoever has the deepest pockets — a fact that sits awkwardly with the manifesto's egalitarian framing .