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@evolvjj

Generalist.

Seattle, WA Katılım Ocak 2018
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David Sacks
David Sacks@DavidSacks·
I’ve been saying for awhile that AI capex will be a 2% tailwind to GDP growth this year. In fact, according to a new report from Morgan Stanley, the numbers are even stronger — more like 2.5% this year and over 3% next year. And this understates the impact of AI for two reasons: (1) This is just investment by 5 hyperscalers; it doesn’t include all the startups and other companies investing in AI. (2) Capex is the investment to create the token factories; it doesn’t count the economic activity resulting from what happens inside the token factories. Those tokens are now being used to generate code (bespoke software) that will increase productivity throughout the economy. The ROI on capex is likely to dwarf the capex itself, which is why investment continues to grow. In Q1, AI was already 75% of GDP growth. That trend is likely to continue. Technology leadership has always been America’s great strength, and it’s driving the economy forward. Polls may show that AI is not popular, but economic growth is. At this point, stopping progress in AI would be equivalent to halting the U.S. economy.
Holger Zschaepitz@Schuldensuehner

Morgan Stanley has again raised its capex forecasts for the five hyperscalers Amazon, Alphabet, Meta, Microsoft, and Oracle. It now expects them to spend about $805bn this year, up from a previous estimate of $765bn. For next year, the forecast has been lifted from $951bn to $1.1TRILLION. To put that into perspective, their 2026 spending alone would be roughly equal to what all non-tech companies in the S&P 500 spent combined in 2025. The expected ~$800bn for 2026 is nearly double 2025 levels and about three times what was spent in 2024.

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Billy Binion
Billy Binion@billybinion·
They’re just handing James Comey a vindictive prosecution case on a silver platter. The administration has no interest in prosecuting others—including MAGA influencers—who used this exact same phrase. Trying to imprison your political enemies is third-world behavior.
Acyn@Acyn

AG Todd Blanche tells Kristen Welker that individuals selling 86 merchandise or posting messages similar to Comey’s seashell post will not be prosecuted: “Of course not. That’s posted constantly. That phrase is used constantly.”

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LinaHua
LinaHua@Linahuaa·
This is what an above average group of 7/10 American girls looks like. They're business students from a very good school (which already raises the average by a lot) They also have significantly below national average BMI. They gonna be top 15% earners. So, in order to looks and status match with them, you should be about 6 feet tall, be in decent shape, dress well, and earn about $150k. The numbers don't lie.
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Murray Hill Guy
Murray Hill Guy@MurrayHillGuy1·
44 year old male and 28 year old female btw
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JJ
JJ@evolvjj·
@sawinyh @Jason @JonHaidt My kids use tablets and seem to be doing fine academically and socially.
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Nick Sawinyh
Nick Sawinyh@sawinyh·
@Jason @JonHaidt The parent side of this has been so underpriced. Schools moved slowly because the cost was diffuse, then suddenly every family felt it at once. Jon forcing it into plain language mattered a lot.
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Melanie D'Arrigo
Melanie D'Arrigo@DarrigoMelanie·
I’m old enough to remember when Fox News threw tantrums and Republicans called for endless hearings when Joe Biden received a $40,000 loan repayment check from his brother. Trump has made over $4 billion from various grifts and shady deals, from just his second term.
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Bonchie
Bonchie@bonchieredstate·
The people saying stuff like this have no actual idea of what makes an airline profitable. The merger with Spirit was about allowing JetBlue to expand its route structure and fleet, something it desperately needs to be able to compete with the Big Four.
Douglas Farrar@DouglasLFarrar

JetBlue's own founder said in leaked audio that the airline may go bankrupt this year. JetBlue hasn't turned a profit in six years. Now imagine them absorbing Spirit's debt while jet fuel doubles. The merger wouldn't have saved Spirit. It would have taken JetBlue down with it.

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Alec Stapp
Alec Stapp@AlecStapp·
It's astonishing that anyone still listens to the antitrust populists given their track record.
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Jukan
Jukan@jukan05·
'According to industry sources on the 2nd, CPU manufacturers are pursuing the integration of 300–400GB of DRAM into AI CPUs. This is up to four times the overwhelming scale compared to typical CPU products (96–256GB).' It’s similar to what I’ve been thinking. Agentic AI will benefit CPUs as well, but it will make memory even more scarce.
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Jukan@jukan05

AI CPUs Are Devouring DRAM — Memory 'Shortage' to Last Another Year The memory industry has posted record-breaking results driven by commodity DRAM prices that have surged more than 100%, and with the proliferation of AI-purposed central processing units (CPUs) now coming into play, forecasts suggest the shortage will extend for another year. Intel's recently unveiled "AI CPU" is expected to carry up to four times more commodity DRAM than previous generations. Combined with surging demand from graphics processing units (GPUs) that require high-capacity DRAM, observers expect the memory supply capacity of Samsung Electronics and SK hynix to fall short of demand. According to industry sources on the 2nd, CPU manufacturers are pursuing the integration of 300–400GB of DRAM into AI CPUs. This is up to four times the overwhelming scale compared to typical CPU products (96–256GB). CPUs Emerge as the 'AI Orchestrator' The surge in high-capacity DRAM demand for AI CPUs is tied to the AI industry's pivot toward an inference-centric structure. Whereas AI inference was once limited to simple Q&A, it now serves as the "orchestrator" coordinating various agentic AIs. The key in this process is "context memory." For a CPU to coordinate the entire workflow by referencing the outputs of each agentic AI, it must remember the content. This makes scaling up memory — the space for retention — essential. Until now, AI data centers have built computing infrastructure centered on GPUs equipped with High Bandwidth Memory (HBM). Leveraging the GPU's strength in training AI on vast amounts of data simultaneously, the focus has been on "AI training." Server configurations accordingly followed an 8-GPU-to-1-CPU pattern. However, as the industry's center of gravity shifts toward inference, server configurations with substantially expanded CPU ratios are spreading. In a recent earnings call, Intel executives explained: "In AI inference infrastructure, the computing structure has shifted to a CPU-to-GPU ratio of 1 to 4, and the trend is moving further toward 1 to 1." After GPUs, CPUs Join the Memory Battle — Demand Snowballs The competition for memory capacity has expanded from GPUs to CPUs, snowballing in scale. NVIDIA's next-generation AI chip "Vera Rubin" carries 288GB through 8 HBM stacks, while AMD's next-generation GPU MI400 boasts an even larger 432GB mammoth-class capacity. Google's recently unveiled custom chip — the 8th-generation Tensor Processing Unit (TPU 8i) — is also slated to feature 288GB of HBM. Add to this Intel's AI CPU "Xeon" and AMD's "EPYC" beginning to use up to 400GB of high-capacity DDR5, and the memory shortage is expected to persist longer. The market temperature is already being proven in spot prices. According to Kiwoom Securities, while the price of legacy DDR4 (16GB basis) plunged 16% in a single month in April, the spot price of DDR5 (16GB basis) — used in AI CPUs — rose 2.8% over the same period, maintaining its price premium. An industry source said: "The current DRAM market is understood to be roughly 10 percentage points short of demand. With commodity DRAM demand surging on top of HBM, the supercycle is highly likely to extend from the previously expected 2026 into 2027." $MU $DRAM

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Furkan Yildirim
Furkan Yildirim@FurkanCCTV·
Am 22. September verspricht Kasachstans Präsident dem US-Präsidenten eine Wolfram-Mine. 36 Tage später kaufen Trumps Söhne Anteile an der Firma, die sie bekommen wird. 9 Tage später wird der Deal mit 1,6 Milliarden Dollar Steuergeld offiziell. Drei Mal innerhalb eines Jahres dasselbe Muster: Söhne kaufen ein, Vater liefert den Auftrag. Im August 2025 steigen Donald Trump Jr. und Eric Trump bei einer kleinen New Yorker Baufirma namens Skyline Builders ein. Sie kaufen über ein Vehikel mit dem Namen American Ventures, einer Tochter von Dominari Securities. Dominari hat die Trump-Söhne Ende 2024 in seinen Beirat geholt. Sie halten dort auch einen Anteil am Mutterkonzern. Skyline ist zu diesem Zeitpunkt eine unauffällige Holding für asiatisches Baugeschäft. Niemand schreibt darüber. Am 22. September trifft Kasachstans Präsident Tokayev Donald Trump und sagt ihm zu: Eine US-Investmentgruppe namens Cove Kaz wird das größte unentwickelte Wolfram-Vorkommen der Welt bekommen. Cove Kaz hatte gegen chinesische und russische Bieter konkurriert. Tokayev entscheidet sich für die Amerikaner. Diese Zusage ist informell. Kein Vertrag, kein offizieller Beschluss. Nur ein Versprechen zwischen zwei Präsidenten. Am 21. Oktober berichtet die Presse erstmals über diese Vereinbarung. Sieben Tage danach, am 28. Oktober, schießen die Trump-Söhne weiteres Geld in Skyline nach. Im Rahmen einer Kapitalerhöhung von knapp 24 Millionen Dollar. Drei Tage später, am 31. Oktober, kauft Skyline für 20 Millionen Dollar einen 20-Prozent-Anteil an einer Firma mit, Zitat aus dem Filing, "bedeutenden Beständen an kritischen Mineralien in Asien". Diese Firma ist Kaz Resources, die Tochter von Cove Capital, die das Wolfram-Projekt entwickeln wird. Am 6. November verkünden Cove Kaz und Kasachstan den Deal offiziell. 70 Prozent der Mine gehören Cove. 30 Prozent dem kasachischen Staat. Geplante Investitionssumme: 1,1 Milliarden Dollar. Die US-Regierung steigt mit ein. Die staatliche US-Exportbank gibt eine Zusage über bis zu 900 Millionen Dollar Projektfinanzierung. Die staatliche US-Entwicklungsbank ergänzt das mit bis zu 700 Millionen Dollar. Macht zusammen bis zu 1,6 Milliarden Dollar Steuergeld. Am 30. April 2026 fusionieren Skyline und Cove Kaz. Das fusionierte Unternehmen geht an die Nasdaq. Geplanter Ticker: KAZR. Auf keiner einzigen Pressemitteilung tauchen die Namen der Trump-Söhne auf. Warum Wolfram? Wolfram ist das Metall mit dem höchsten Schmelzpunkt der Welt. Es steckt in panzerbrechender Munition. In kinetischen Abfangkörpern für Raketenabwehr. In Hyperschallwaffen. In jedem Halbleiter. In F-35-Triebwerken. Christopher Ecclestone, Bergbau-Stratege bei Hallgarten in London, sagt: Das Pentagon will Wolfram um jeden Preis. China kontrolliert über 80 Prozent der weltweiten Wolfram-Produktion. Im Februar 2025 verhängt Peking Exportbeschränkungen. Die Preise für Ammoniumparawolframat, der internationale Benchmark für Wolfram, springen seitdem um über 40 Prozent. Die USA haben 2015 die letzte eigene Wolfram-Mine geschlossen. Wer eine neue, verlässliche Quelle anzapfen kann, sitzt auf einer goldenen Ader. Genau diese Ader bekommen die Söhne des US-Präsidenten. Mitfinanziert mit Steuergeld. Der Geschäftsführer von Cove Capital, Pini Althaus, sagt der Financial Times wörtlich: Cove habe "direkte Unterstützung von Präsident Trump, Außenminister Marco Rubio und Handelsminister Howard Lutnick" erhalten, um die Mine zu sichern. Lutnick selbst hat einen persönlichen Brief an den kasachischen Präsidenten geschickt, um den Deal zu unterstützen. Das geht aus einer Investorenpräsentation hervor, die Skyline bei der US-Börsenaufsicht eingereicht hat. Pini Althaus hat übrigens vor Cove eine andere Mineralienfirma gegründet: USA Rare Earths. Auch sie hat Mitte 2025 über 1,5 Milliarden Dollar an konditionaler US-Staatsförderung erhalten. Das ist der Hintergrund. Jetzt zum Muster. Im August 2025 steigt eine Risikokapitalfirma namens 1789 Capital bei einem Startup namens Vulcan Elements ein. Donald Trump Jr. ist dort Partner. Vulcan stellt Magnete aus Seltenen Erden her. Drei Monate später, im Dezember 2025, bekommt Vulcan einen Pentagon-Kredit über 620 Millionen Dollar. Plus 50 Millionen Dollar als Eigenkapitalbeteiligung der US-Regierung. Es ist der größte Kredit, den das zuständige Pentagon-Büro für strategisches Kapital je vergeben hat. Trumps Executive Order 14241 hatte zuvor die Pflicht zur unabhängigen technischen Prüfung solcher Vergaben aufgehoben. Im März 2026 steigen die Trump-Söhne bei einem Drohnenhersteller namens Powerus ein. Lieutenant General Keith Kellogg, ehemaliger Sicherheitsberater des Vizepräsidenten, sitzt im Beirat. Wenige Wochen später startet die US-Regierung ein Drohnenprogramm mit einem Budget von 1,1 Milliarden Dollar. Powerus will Aufträge daraus ziehen. Der geplante Börsenticker der Firma: PUSA. Jetzt Cove Kaz. KAZR. 1,6 Milliarden Dollar Steuergeld. Drei Fälle. Zwölf Monate. Dasselbe Muster. Das Wall Street Journal hat die Trump-Familien-Geschäfte seit der Wiederwahl auf insgesamt mindestens vier Milliarden Dollar Erlöse und Papiervermögen geschätzt. Krypto, Drohnen, Seltene Erden, Wolfram, Bitcoin Mining, Prediction Markets. Eric Trump hat in einem Interview gesagt, sie hätten in der ersten Amtszeit "keinen Dank für ihre Zurückhaltung bekommen". Diesmal halten sie sich nicht zurück. Im März 2026 versuchen Demokraten im Kongress, Donald Trump Jr. per gerichtlicher Vorladung zu zwingen, unter Eid zum Vulcan-Deal auszusagen. Republikaner blockieren die Abstimmung im Ausschuss. Die rechtliche Bewertung dessen wird Jahre dauern. Zwei Dinge stehen aber jetzt schon fest. Erstens: Wer in den USA steuerpflichtig ist, finanziert über Mehrheitsstrukturen einen Bergbau-Deal in Kasachstan, an dem die Söhne des Präsidenten beteiligt sind. Ohne dass diese Beteiligung in den offiziellen Pressemitteilungen erwähnt wird. Zweitens: Wenn dasselbe Muster in einem Jahr drei Mal auftritt, ist es kein Zufall. Es ist eine Methode. Wenn dich solche Makro Insights interessieren und dir helfen, interagiere gerne mit dem Post. 🧡
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Frank Luntz
Frank Luntz@FrankLuntz·
After six months and nearly 1,000 cases, the South Carolina measles outbreak is officially over. How'd they do it? "Measles vaccinations were the most effective single containment tool." abcnews.com/Health/after-1…
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JJ
JJ@evolvjj·
@Noahpinion @chris_j_paxton You’re glad to see you will make inferior tools? Or that they changed their messaging but otherwise continue making the same tools?
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Steven Rattner
Steven Rattner@SteveRattner·
Foreign contributions to political campaigns are banned. Trump found a loophole—crypto—allowing him to rake in hundreds of millions from foreign regimes buying influence. My @Morning_Joe Chart.
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Isaac Saul
Isaac Saul@Ike_Saul·
I haven't seen anyone tracking all of the alleged (or open) Trump corruption, self-dealing, and quid pro quos in one place. For the last 15 months, I've been tracking every single tip+story I can find and organizing it. Today, I published a 6,000 word piece with every example.
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Steven Dickens
Steven Dickens@StevenDickens3·
Amazon Quick has Google Gemini beat! HyperFRAME Research is homogeneous in our deployment of Google Workspace, we don't use Slack, Teams, or Zoom, we are 100% Google. You could say we are all-in on Google. Stephanie Walter and I have been playing with Google Studio and the various Gemini features for weeks now, trying to do one simple thing: "Go through all of my emails and find every email with the term "sow" or "statement of work" and then create a Google sheet with all of that info arranged into the following columns: name | email address | Company | short summary of the discussion | date of last interaction. Google has spectacularly failed, after hours of trying, to perform what I think is a simple task. Especially since it has access to all of the data and has one of the best frontier models in Gemini. Epic fail, and even asking Gemini to help was an epic fail. Gave up... Amazon Quick has gone from downloading, giving it permissions, to task completed in 25 minutes! And that is with me stumbling around with a new UI and not really knowing what I am doing. The process was not one and done, and it took about 10 interactions to give permissions and review output, but 25 minutes later, the task was done. Mind blown 🤯
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