gpt-5.4 has ramped faster than any other model we've launched in the API: within a week of launch, 5T tokens per day, handling more volume than our entire API one year ago, and reaching an annualized run rate of $1B in net-new revenue. it's a good model, try it out!
ECONOMY
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Seeking experiences from US data annotation platform workers
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If you live in the US and have worked or are working in data annotation for platforms like Outlier, Handshake, Mercor, or others, I'd love to hear about your experience. Please drop me a line: karendhao.com/contact.
→ View original post on X — @_karenhao, 2026-03-16 16:31 UTC
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Texas Poised Replace Virginia Intelligence AI Hub 2030
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Texas is on track to replace Virginia as the 'Intelligence Factory' epicenter of the world by 2030.
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Wall Street Bankers Using Grok for Financial Modeling Applications
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Wall Street bankers building financial models in Grok is an interesting move. We'll see if domain expertise or LLM capabilities matter more here. I suspect it can become quite good, even though investing is most often more similar to betting, especially in the short term
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AI Adoption Strains Energy Infrastructure: Preparing for Future Demand
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#READ | As AI adoption accelerates, one critical question emerges: Is our energy infrastructure ready for the AI era? At the pre-summit session “AI and Electric Energy: Complementing for a Sustainable and Resilient Future”, held ahead of the India AI Impact Summit 2026 and
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AI Sovereignty and Energy: Understanding Policy Implications
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And Rubin is delivering! I honestly think the problem is that the vast majority of policy makers dont understand that AI, sovereignty and energy are linked at most macro level. Let alone tokens-per-watt and industrial electricity prices.
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AI tool automates a year of accounting in 20 minutes
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C'est DINGUE. J'ai uploadé mes relevés bancaires à Claude Opus 4.6. Il a analysé une année complète de transactions, séparé revenus et dépenses, et tout catégorisé. 20 minutes plus tard, la comptabilité était terminée.
Environ 11 000€ de travail comptable réglé en une -
AI Automation Dramatically Reduces Data Entry Time and Costs
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RÉSULTAT ATTENDU Avant ce prompt : 15-20h de saisie manuelle
Risques d'erreurs humaines
Ennui mortel
Coût comptable : 500-1500€ Après ce prompt : 20 minutes de traitement
90% du travail automatisé
Données structurées prêtes
Coût : 0€ (ou coût Claude API minimal) Économie : -
Human Future: Design and Intelligence Over Robotic Competition
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Quizá el futuro del trabajo humano no esté en competir con la precisión de los robots, sino en diseñar, pensar y dar sentido a un mundo donde la eficiencia ya no depende de nuestras manos, sino de nuestra inteligencia. pic.twitter.com/3u6C72YTtf
— Juan Merodio (@juanmerodio) 16 mars 2026Quizá el futuro del trabajo humano no esté en competir con la precisión de los robots, sino en diseñar, pensar y dar sentido a un mundo donde la eficiencia ya no depende de nuestras manos, sino de nuestra inteligencia.
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India’s New Generation Entrepreneurs: Building Beyond Traditional Mindsets
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By virtue of my job I’ve met many of India’s new age content creators, entrepreneurs, builders. The babu/lala/me-myself mindset is gone. Most of these folks genuinely want to help and make things better. There’s raw intellectual, storytelling, and financial horsepower. We’re in… https://t.co/DLvKmjk3Us
— Varun Mayya (@waitin4agi_) 16 mars 2026By virtue of my job I’ve met many of India’s new age content creators, entrepreneurs, builders. The babu/lala/me-myself mindset is gone. Most of these folks genuinely want to help and make things better. There’s raw intellectual, storytelling, and financial horsepower. We’re in