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on the upcoming deepseek price increase we've been able to reproduce their current prices even on rented GPUs so this likely isn't because they're "losing money" it's traffic shaping because they are overloaded

Let me get this straight.. the S&P 500 just hit $69.7 trillion in market cap.. the entire US economy.. every job.. every factory.. every paycheck in America.. is worth $32.4 trillion.. so the stock market is worth more than TWICE the country that supposedly produces it.. let me say that again.. top 10 stocks alone are worth $29 trillion.. that's almost the entire GDP of the United States sitting in ten companies.. and the richest 10% of Americans own 87% of all that stock wealth.. your paycheck didn't grow 215% this year.. your rent didn't drop.. your job isn't worth more.. but the number on the screen just broke every record that's ever existed.. they call this "the best economy in history".. best for who. I'll keep you updated. Turn on notifications right now.

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Former $CRWV employee on why neoclouds are far more exposed to GPU generation cycles than hyperscalers ( $MSFT, $AMZN, $GOOGL ): - The expert describes GPU utilization tracking at hyperscale as a continuous and disciplined process built around two lenses. The first is infrastructure utilization, covering GPU occupancy, idle time, and memory utilization, noting that 95% booked usage can still mask inefficiency if jobs stall or batches have idle gaps. The second is outcome utilization, asking whether the compute is actually generating business value, measured by metrics such as tokens trained per dollar, time to reach target accuracy, and tokens per second per GPU. - The expert sees a meaningful difference between hyperscalers and neoclouds on GPU investment economics. Hyperscalers like $MSFT, $GOOGL, and $AMZN can tolerate a 3-5 year payback period given their ability to monetize the same infrastructure across multiple revenue streams. Neoclouds like $CRWV operate on a tighter 2-3 year window. - With higher financing costs and direct dependence on infrastructure cash yield, neoclouds are far more sensitive to utilization and GPU residual risk. The biggest risk is GPU generation cycles, where a slow payback means newer chips could erode pricing power before the asset has paid itself off. - The expert explains that for hyperscalers, roughly 60% of GPU capacity is allocated to external monetization, including GPU rentals, managed AI services, enterprise inference workloads, and startup model training. The remaining 40% is used internally, and of that internal portion, the majority is still indirectly monetized through products like M365 Copilot or GitHub. Around 40% is dedicated to pure R&D. - The GPU pricing mix has shifted meaningfully over the past few years. In 2023, around 70-80% of revenue was hourly as customers paid a premium just to get access to scarce GPUs. By 2025 that had moved to roughly 50% hourly and 30-50% committed, and the expert expects 2026 to tip further toward committed at around 65% for hyperscalers as AI matures and inference becomes more predictable. Neoclouds are moving in the same direction but more slowly. - By 2027-2030, the expert sees committed contracts settling at 55-65% as the norm, with hourly pricing remaining but losing its scarcity premium as more supply comes online.

When software was expensive - thin, horizontal, best-of-breed software stacks extracted rents across every business. Now that software is cheap - value moves to vertically integrated businesses that deliver opinionated end-to-end experiences.

Je m’y étais engagé, c’est désormais voté : les réseaux sociaux seront interdits aux moins de 15 ans à la rentrée. Merci aux parlementaires. Au Conseil constitutionnel de statuer puis place à l’action pour rendre cette mesure concrète et protéger nos enfants en ligne.