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Sam Altman stated the next six months will see dramatically more AI advancement than the past two years, and both OpenAI and Anthropic researchers are signaling recursive self-improvement (RSI) within 3-9 months, which would consume unprecedented compute.

Despite leaked town hall comments suggesting slower agentic AI progress, Meta is actually increasing capex significantly per Reuters; the ROI will come from making their already-dominant ad business 10x better with AI, not from standalone AI product revenue.

SK Hynix executives disclosed customers (likely Nvidia/Jensen) are requesting 5-6x more HBM than they can supply, prompting a plan to double capacity over five years, confirming structural memory shortage.

Anthropic published a blog post on recursive self-improvement, and frontier researchers at both Anthropic and OpenAI are signaling RSI is imminent, which will drive massive compute consumption.

Nvidia's CUDA moat remains intact due to reliability from billions of real-world optimizations, while its scale lets it prepay and lock up scarce supply (optical components, TSMC wafers, HBM). Jensen Huang stated the chip industry has enough supply chain capacity to double revenue yearly, which consensus estimates don't reflect.

Nvidia invested in optical component maker Coherent to ensure supply for its networking stack, part of a broader strategy to lock up scarce components.

Amazon CEO Andy Jassy's annual letter explicitly states they see demand, know it will be insanely profitable and FCF positive in medium term, and are investing $200B (cumulative) because data centers take years to build.

Nvidia invested in optical component maker Lumentum to ensure supply for its networking stack, part of a broader strategy to lock up scarce components.

AMD CEO Lisa Su raised the 2030 CPU TAM from $120B to $220B in just three months, a move serious public CEOs only make when seeing extraordinary demand signals for AI infrastructure.

Sam Altman stated at YC that the next 6 months will see dramatically more AI capability advancement than the last 2 years; both OpenAI and Anthropic signal recursive self-improvement (RSI) is imminent, which will create exponential compute demand as models self-develop.