AI Dynamics

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  • OpenAI Closes $122B Funding Round at $852B Valuation

    Today, we closed our latest funding round with $122 billion in committed capital at an $852B post-money valuation. The fastest way to expand AI’s benefits is to put useful intelligence in people’s hands early and let access compound globally. This funding gives us resources to lead at scale. openai.com/index/acceleratin…

    → View original post on X — @paulroetzer, 2026-03-31 20:59 UTC

  • Experts underestimate AI’s potential economic growth impact
    Experts underestimate AI’s potential economic growth impact

    Fascinating work on how different groups of experts expect GDP to change in the coming years. Kudos to @connacher_ , @pawtrammell , @BasilHalperin of the Stanford @DigEconLab and the others who did this data collection and analysis. @PTetlock always does such amazing work. My take? Most of the experts surveyed (I was one of them) are not optimistic enough about growth. Forecasting Research Institute (@Research_FRI) We completed the most comprehensive study of how economists and AI experts think AI will affect the U.S. economy. They predict major AI progress—but no dramatic break from economic trends: GDP growth rates similar to today's and a moderate decline in labor force participation. However, when asked to consider what would happen in a world with extremely rapid progress in AI capabilities by 2030, they predict significant economic impacts by 2050: • Annualized GDP growth of 3.5% (compared to 2.4% in 2025) • A labor force participation rate of 55% (roughly 10 million fewer jobs) • 80% of wealth held by the top 10% (highest since 1939) 🧵 Here's what we found: — https://nitter.net/Research_FRI/status/2038965685431259520#m

    → View original post on X — @erikbryn, 2026-03-31 20:52 UTC

  • LLMs Replace Mediocrity, Not Expertise Quality
    LLMs Replace Mediocrity, Not Expertise Quality

    LLMs are not making expertise less valuable. They are making mediocre work easier to replace. Quantity is cheap now. Judgment, taste, and direction are not. We need fewer people. But we need better ones. To be clear, I am not saying beginners are doomed. I am saying the path changed. The people who learn fast, care about quality, and use LLMs to improve their judgment will do very well. The ones focused on shipping and quantity will be the ones replaced first.

    → View original post on X — @whats_ai, 2026-03-31 19:42 UTC

  • Oracle Cuts 20% Workforce for AI Infrastructure Investment
    Oracle Cuts 20% Workforce for AI Infrastructure Investment

    20% of oracles work force received this message today: „“As a result, today is your last working day. … Thank you for your contributions to our organization.” Oracle is cutting jobs to free up cash for massive investments in AI infrastructure, shifting resources from workforce

    → View original post on X — @kimmonismus

  • Retirement Impact on Public Finance Systems

    Lorsqu'il va partir a la retraite ça va faire mal aux caisses. Mais bon y'en a encore pour des années

    → Voir le post original sur X — @jessyseonoob

  • Americans Use AI But Barely Trust It, Poll Finds

    Some wild numbers from Quinnipiac's new AI poll: 51% of Americans surveyed use AI for research. Only 21% trust it. 70% say AI will decrease jobs. But only 30% are concerned it will touch theirs. Only 5% believe AI is being developed by people who represent their interests.

    → View original post on X — @therundownai

  • Unitree: China’s Dominant Humanoid Robot Company Going Public in 2026

    2026 will be huge for robotics: the most important humanoid company on the planet is going public this year. And no, it's not Tesla. It's Unitree. They ship more humanoids than anybody else (5500 last year!). They dropped the price 72% in two years and still have Hermès-level margins. They're the only humanoid you can actually buy on Amazon. They get dismissed as a toy company a lot. Meanwhile they shipped 5,000+ humanoids in 2025 while most competitors ship in the hundreds if any (ignore announcements and pre-sales please). People are nervous about China – but no matter what your political POV is – Unitree and other robotics companies in China cannot be dismissed. They are shaping themselves into global leaders. The west needs to wake up and catch up here. The founder is part of a new generation of Chinese founders. The founder, Wang Xingxing, is part of what Chinese press calls the "Fantastic Four", the first generation of unicorn founders fully born, bred, and educated in China. Same generation as the founders of DeepSeek, ByteDance, and DJI. He couldn't get into his favorite university because his English wasn't good enough. Half the $600M IPO money is going into AI model development. They want to go vertical now. Their own VLA. Their own world model. They want to use all their shipped robots as training grounds, which gives them a data advantage almost nobody else has. Humanoids are still dismissed and their use cases to be discussed. But something in this space will be happening and we are right now only in the earliest earliest days. Most humanoids are still used for dancing and reception gimmicks. The real use cases haven't been unlocked yet. Which means everything you see now is the floor, not the ceiling. Full breakdown here and on our Youtube channel. IPO details, cap table, product roadmap, geopolitics, and why a nerd with 200 YouTube subscribers might be building one of the most important robotics companies in the world. 🦾

    → View original post on X — @andreasklinger, 2026-03-31 14:34 UTC

  • AI Splits Enterprises Into Fast and Slow Teams

    "Instead AI is splitting enterprises into fast-learning and slow-learning teams and is rewarding organizations that redesign work, govern risk, and turn lower software costs into more software, not less." – @mjasay infoworld.com/article/415157… [Translated from EN to English]

    → View original post on X — @mjasay, 2026-03-31 14:31 UTC

  • Mad Max Remake: Fighting Over Claude Credits Instead of Oil

    A remake of Mad Max but instead of oil everyone is fighting over Claude credits.

    → View original post on X — @tunguz

  • Building AGI Agent Army for Pre-Market Wealth Singularities
    Building AGI Agent Army for Pre-Market Wealth Singularities

    Somehow gained α-AGI Insight internally → building an AGI agent army and deploying AGI Jobs to secure pre-market wealth singularities. #AGIALPHA

    → View original post on X — @ceobillionaire