Ace 💹🧲
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Ace 💹🧲
@0xInitialAce
☝️| Conviction Beats Intelligence | DCA SPX 💹🧲 7a3wpJf2zY579rpyKfQETTSFfu3ohQdyEZAEx6u4YNNr










Stanford @CS153Systems, Week 1 (Full Lecture) AI Scaling, Bottlenecks, and Why Compute Isn't a Commodity Yet 00:00 Compute Coachella 00:29 Simple Life Heuristic 01:08 Uncertainty Creates Opportunity 01:42 Four Bottlenecks Framework 01:51 Empirical Proof Matters 02:05 Cloud Costs Are Shifting 02:15 Verifiable vs Fuzzy Progress 02:48 Scaling Predictability Explained 03:43 CapEx Explosion in Big Tech 04:06 Chips Aren’t Commodities 04:45 Compute Scarcity Conclusion









During routine testing of new equipment at Horizon, a suspected electrical fault in a diesel generator outside the data centers caused a fire contained to that single unit. The incident was contained within minutes, and no one was injured. With multiple spare generators on site, we do not expect any impact to GPU installation or customer handoff timelines. We appreciated the swift support from local response teams.










Modest +1,124.09% return over the past year. Anon, only a few years left to escape the permanent underclass due to AI? OpenAI raising $122B is enough to fuel the rally for another 2 years. And new supercycles from photonics < $SIVE to $AAOI >, testing with $AEHR, $NBIS DCs, and advanced packing from $AMKR to $POET. Is just getting started.


@stockgeekTV @IrenicCap @RandianCapital @BoxLongs Has any company in the history of capitalism ever been ran as focused on enriching the insiders at the expense of external shareholders more than this one?






