Ben Pouladian
15 Aug 2026Anthropic First Lady | Mistral’s Plan | DeepSeek Raise Prices | Yacht of The Week
Ben Pouladian: NVIDIA's GPU Financing & the Nebius Squeeze
Ben returns to break down NVIDIA's financing facility: GPUs trade like fungible assets (comparable to 747s), letting Wall Street banks pull from ~$10T of yield-seeking capital to finance neoclouds, since compute is becoming a utility. He covers NVIDIA's moat — constant CUDA software updates and long hardware useful life, with A100s still training models into 2029 — and digests Nebius's earnings: its European engineering roots, full-stack data center discipline, path to positive EBITDA, and Michael Burry's short that led followers into a 30%+ squeeze.
Thinking in Exponentials & Mistral's Pivot to Infrastructure
Ben argues that valuing AI companies requires thinking in exponentials rather than linear spreadsheet analysis, citing Anthropic's run-rate growing from ~$10M to far more within a single year. He sees trillion-dollar potential for neoclouds like Nebius and CoreWeave, since NVIDIA deliberately seeded them to serve customers the slow-moving hyperscalers wouldn't, and Wall Street GPU financing levels the playing field. He then assesses Mistral's shift from frontier models to infrastructure — power, semiconductors, ASML-adjacent strengths — as the sensible move for Europe after losing the model race to the US and China.