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 core advertising business is significantly outgrowing its biggest competitors even before factoring in the newer businesses it is building. Q3 ad revenue rose 26% year over year, versus 10.6% at Alphabet and 10.9% at Amazon. Back at 19x forward earnings, Meta is the most undervalued Magnificent Seven stock. x.com  x.com 

Meta looks unattractive because its fines, capital raises and AI capex make the math ugly. The stock could trade back to the $500s, while hyperscalers probably have to make those raises with equity down 15-25%. Muse looks like a fad and average users may not need AI agents, matching LogicalThesis's view. x.com  x.com  x.com 

Meta's AI infrastructure financing raises the risk that a long wait for revenue and profit will keep its shares volatile. It disclosed plans to raise up to $95 billion. @amitisinvesting warns that further dilution could keep the stock stuck even if the buildout eventually pays off. Meta's selloff is still a massive buying opportunity. x.com  x.com  x.com 

Meta's financial strength gives it an advantage in securing scarce capital for AI infrastructure, with funding going to those trusted to earn the best returns. Meta says its planned $60B at-the-market equity program is not expected to begin until Q1 2027 and complements $35B in underwritten offerings; its Aa3/AA- ratings allow efficient long-term borrowing. 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 billions of users, distribution and integrated ecosystem could let its increasingly capable AI models reach extraordinary scale. Muse Wonder and Muse Wonder Full bring memory, focus and task execution, though Meta's reported model results still need independent validation. Meta is one of the highest-conviction stocks: as a megacap its upside may be less explosive than smaller names, but its risk/reward looks more favorable with potentially less downside in this environment. 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 AI spending is weakening conversion of strong ad growth into profit and cash, making its valuation one to approach patiently, not chase. Revenue rose 26%, but operating profit excluding a legal settlement rose only about 11%; $34.9B in quarterly capex exceeded $32.8B in operating cash flow. AI has helped ads, though other factors contributed. One negative free-cash-flow quarter is not an operating failure, but depreciation could squeeze margins unless new revenue covers costs. 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