AMD could see much more accelerator demand as OpenAI and Anthropic allegedly increase their orders by multiple gigawatts. Nvidia's only real edge over AMD may soon be its size and resources; Lisa Su is a master operator. x.com 

The broad AI trade is among the most undervalued markets in years on a growth-adjusted basis because demand for intelligence keeps rising. Usage of open-weight and closed frontier models keeps climbing, while GPU rental prices are up around 80% this year despite exploding supply. Nvidia, AMD and SpaceX share this demand bet as long as both lines keep rising. x.com 

Nvidia's case is a lot weaker than two years ago, because large providers such as OpenAI and Meta are likely to design custom chips tuned to their own models. Nvidia wins only if workloads and models stay diverse. The claim that frontier labs are decoupling from Nvidia is doubtful, since OpenAI's recent efficiency gains likely came from Blackwell, but it holds for Google and Amazon. Nvidia also needs to own the open-source ecosystem, which is contradictory by definition. x.com  x.com 

AI infrastructure bottlenecks could give eight stocks as much as 18x upside. Nvidia supplies frontier-model GPUs; Broadcom and Marvell supply custom silicon and networking; TSMC makes advanced chips; Micron supplies sold-out HBM; Vertiv provides power and cooling; Palantir monetizes enterprise AI; Alphabet spans TPUs, research, cloud and apps. The list tracks where AI infrastructure spending is flowing. x.com  x.com 

Enterprise and neocloud demand is creating a second wave of AI infrastructure spending, with tailwinds for Nvidia and Super Micro. Dell forecasts 200 GW of AI data center growth through 2030, half driven by these customers, and estimates a $1 trillion AI infrastructure opportunity over the next four years. AI servers could enter a new growth phase in 2027, with higher shipment volumes and more revenue per deployment. x.com 

Nvidia faces risk from its biggest customers' spending pullback, even though it should win as long as chip-cycle demand stays intact. Magnificent Seven free cash flow could turn negative, and Meta and Microsoft are cutting Anthropic spending by more than half. Anthropic is one of the largest consumers of chips, and if it is being cut, OpenAI likely is too, especially on the enterprise side. x.com  x.com  x.com 

Fresh funding for AI expansion supports a continued bid for AI stocks as compute spending shows no sign of slowing. Meta committed to $95B in shareholder dilution for AI, Anthropic is set to have $200B in cash in a couple of weeks, and SpaceX got a $40B Apollo loan solely to buy more Nvidia GPUs. The Anthropic IPO might even be a positive catalyst rather than the negative one many fear. x.com 

Nvidia's CUDA retains developers, putting it among 12 stocks that could dominate the decade ahead. Nebius's GPU rental price rise signals demand; Fabrinet and Credo supply AI connectivity. DraftKings has betting scale; Microsoft has Azure and an OpenAI partnership; Figma anchors design work; Shopify powers stores. TeraWulf pivots power sites to AI leases; Constellation, the largest US nuclear operator, signs big-tech power deals; Meta spends on AI; Uber has autonomous-vehicle partnerships. x.com  … Show more

Intel and AMD face a real shift in competition as NVIDIA moves into CPUs faster and more directly than expected. On NVIDIA's earnings call, Jensen Huang said its new Vera CPU platform will contribute $20 billion of standalone revenue this year. The pressure on Intel and AMD is not just fund rotation but a genuine change in the competitive landscape. x.com 

NVIDIA's advantage extends beyond GPUs into engineering work that improves customers' AI economics. Its work with Meta on Andromeda redesigned ad-retrieval models and pipelines, processing over 1 billion ads per second on one Hopper GPU server with 100 times less network traffic and 300 times fewer FLOPs per inference. Meta says further optimization is underway for Grace Blackwell. x.com