Meta can monetize the same compute twice, which makes owned, powered compute its moat. Rothschild expects Meta's power use to grow from 2.5 GW to 15 GW by 2030, much of it excess because it thinks Meta will launch a cloud business. AI first pays for each gigawatt internally through a stickier feed and better ad targeting; leftover compute can then be sold as an AI cloud at cloud margins. In a power-constrained world anyone can rent GPUs, but almost nobody can energize new gigawatts on demand. … Show more

Meta's advertising is less vulnerable to AI agents and LLMs because users must scroll Instagram themselves. AI may even give them more time to do so, while Meta retains other mega-caps' AI tailwinds; it remains the best AI stock. CapEx is still a problem. As @diyinvestor1 noted, Meta also has no exposure to OpenAI or Anthropic. x.com  x.com  x.com 

Meta's hundreds-of-gigawatts compute ambition looks hard to justify against the revenue a much smaller build might support. If Anthropic can generate over $70B in annualized revenue on 3GW or less, including training, hundreds of gigawatts is not a serious figure. Earlier Muse monetization than in past product cycles also makes little sense without direct integration into ad recommendations or an immediate shift in user behavior. x.com 

Meta's Instagram and Facebook stand to gain ad dollars as Google Search erodes because attention is shifting to quasi-entertainment platforms with authentic reach at scale. That shift is already starting and should continue: more time on Meta's platforms can attract more advertisers, accelerating both sides of the flywheel. Meta Muse offers another opportunity to use the platforms' personalized insights for results involving tasks, queries and transactions. x.com 

Meta's early AI monetization in its core business makes the long-term upside potentially far greater than the short-term pain from its planned $95B capital raise and possible dilution. Its fair value is $1,100, and the shares are worth holding for years despite short-term moves. If Meta monetizes the infrastructure, upside is massive; even if it does not, the assets still have value. x.com 

Meta's expected $700 billion share raise would dilute investors while a non-voting class preserves Zuckerberg's control. With AI bond financing effectively closed, that is how it plans to fund its needs. X's growing ad inventory should lower ad prices enough to pull small advertisers' budgets away from Meta. x.com  x.com  x.com 

Meta's data edge and poaching of top talent support its in-house AI development against rivals buying projects to integrate. Only Google matches its data; Anthropic and OpenAI cannot really compete without funding. Meta is taking some of Google's ad share, which should reduce Google's free cash flow. x.com 

Meta's 26% growth and still-unmonetized Muse make the dip buyable. ZeroHedge estimates $250 billion of AI capex next year; Meta would not spend that much unless Muse continues to unlock a massive opportunity in personal AI agents. x.com  x.com 

Large-scale shareholder financing makes Meta's AI buildout more concerning after quarterly free cash flow turned negative. The WSJ reports that Meta is looking to raise $95 billion: $35 billion in common stock and convertible preferred now, followed by up to $60 billion from 2027. x.com 

Meta's ad engine is still growing, and its higher AI spending comes with a stronger revenue outlook. Revenue was $64.6B versus $63.4B expected, with $63.1B in ads; the Q4 guide midpoint of $74.5B beat $73.7B expected. Meta raised only the capex floor to $135B, leaving the $145B ceiling unchanged. The roughly $10B legal charge depressed reported EPS, not ads. Overweight, $1,004 target with 41% upside. x.com  x.com