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  1. Will models fine-tuned to particular domains start consistently outperforming frontier models? Encoding habitus into LLMs

    This was really thought provoking from the FT’s AI Shift newsletter. I’m persuaded by Nick Srnicek’s argument that the push for AGI can be understood economically as a search for a product that won’t need to be fine-tuned. But if fine-tuned open weights models can outperform frontier models then this overturns the economics of the AI labs:

    But a new case last month [email.newsletters.ft.com] took things a step further, when Ray Dalio’s investment firm Bridgewater Associates partnered with AI platform company Thinking Machines Lab (founded by former OpenAI CEO Mira Murati) to fine-tune a model based specifically on how its own investment managers do their work. As with the legal example, the results significantly outperformed frontier models, this time at a 14th of the cost. Crucially, however, use of the firm’s own proprietary records and its highly specialist staff’s knowhow may make these gains more durable.

    Bridgewater had its own experts write bespoke prompts that framed questions in a way that guided the models to the correct answers. This produced solid gains, but they still topped out below 80 per cent accuracy.

    A prompt only imparts the expertise a professional is able to put into words — what is much better is to learn from their actions. For the fine-tuning step they put together a set of tasks drawn from their own investors’ daily workflows, and crucially also had staff ensure that the ideal responses which would guide the model’s training did not just represent ‘correct answers’ but ‘exactly how our investment professionals would approach this’.

    At the end of the process they had a bespoke model whose behaviour had been tuned towards Bridgewater’s own assessment of excellence, taking it up to 85 per cent accuracy — an almost 30 per cent reduction in errors compared to the frontier models — at a tiny fraction of the cost.f

    There’s an obvious sociological question here: what happens if our investment professionals need to approach this in a different way? Human professionals can learn and adapt. They can do so in ways that change how they prompt if they’re using a frontier model. In contrast a model fine-tuned in this way will be locked into a particular set of dispositions that might be appropriate for a context at T1 but will cease to be appropriate at a later T2. Indeed introducing the models is liable to change the context, particularly if you use this as an excuse to lay off your staff! There’s an organisational problem here which is blindingly obvious to anyone who has thought in any depth about the fact that contexts change.

    #automation #capitalism #FrontierModels #MiraMurati #openWeightsModels #organisations #ThinkingMachinesLab
  2. Das Startup Thinking Machines Lab von Ex-OpenAI-CTO Mira Murati hat das multimodale Open-Weight-Modell Inkling veröffentlicht.

    Inkling basiert auf einer Mixture-of-Experts-Architektur mit 975 Milliarden Parametern, wovon 41 Milliarden aktiv sind. Es verarbeitet nativ Text, Bild und Audio. Unternehmen können das Modell mit eigenen Daten anpassen und lokal betreiben.

    #Inkling #ThinkingMachinesLab #MiraMurati #KI #AIGeneratedImage

    all-ai.de/news/news26top/think

  3. A trophy, a 52-page memo, and a $7 billion regret: What went down in weeks 2 and 3 of the Musk vs OpenAI trial

    On the Wednesday of the trial’s third week, before the jury was let in, an OpenAI lawyer walked…
    #UnitedStates #US #USA #ChatGPT #ElonMusk #ElonMuskvsOpenAI #GregBrockman #IlyaSutskever #MiraMurati #Musk #OpenAIvsElonMusk #OpenAIvsMusk #SamAltman
    europesays.com/2991729/

  4. Observer | How Elon Musk Would Have Run OpenAI Differently, According to Sam Altman by Rachel Curry

    AI generated summary, Read the full article for complete information.

    Sam Altman’s testimony in the lawsuit filed by Elon Musk against OpenAI paints a picture of Musk seeking dominant control of the company rather than preserving its original nonprofit mission. Altman described Musk as a “mercurial” leader who, after investing $44 million and stepping down from the board in 2018, allegedly pushed for a merger with Tesla, demanded a majority equity stake, and even suggested that control should pass to his children if he died. While Musk argues that Microsoft’s $10 billion investment turned OpenAI into a profit‑driven entity, Altman countered that Musk repeatedly tried to steer the organization toward ownership and scale, refusing to commit in writing to relinquish long‑term control. The trial now hinges on whether OpenAI should revert to its nonprofit roots and on the credibility of both leaders, with other witnesses—including co‑founder Ilya Sutskever and former CTO Mira Murati—adding further complexity to the dispute.

    Read more: observer.com/2026/05/how-elon-

    #ElonMusk #OpenAI #SamAltman #Tesla #Google #Microsoft #IlyaSutskever #SatyaNadella #MiraMurati #artificialintelligence #business #GregBrockman #lawsuits #SpaceX #StevenMolo #technology #xai

  5. Thinking Machines präsentiert Interaction Models für native und simultane Echtzeitverarbeitung von Audio, Video und Text ohne externe Spracherkennungs-Hilfssysteme.

    Das Modell nutzt eine duale Architektur und verarbeitet Daten in Micro-Turns von 200 Millisekunden. In Benchmarks erreicht TML-Interaction-Small eine Latenz von 0,40 Sekunden und übertrifft Konkurrenten deutlich.

    #ThinkingMachines #MiraMurati #InteractionModels #LLM #AIGeneratedImage

    all-ai.de/news/news26top/think

  6. Times of India | In trial pitting him against Elon Musk, nobody has more to lose than OpenAI CEO Sam Altman

    AI generated summary, Read the full article for complete information.

    In a high‑stakes federal trial in Oakland, Elon Musk is suing OpenAI’s chief executive Sam Altman, seeking Altman’s removal and alleging that Altman and his lieutenant Greg Brockman betrayed the nonprofit‑origin mission of OpenAI by shifting the company toward profit‑driven goals. The case, which pits the world’s richest man against the AI pioneer, has already featured testimony that paints Altman’s tenure as marked by “a pattern of lying, lack of candour and resistance to board oversight,” while former board members and co‑founder Ilya Sutskever describe internal conflicts that led to Altman’s brief ouster in 2023. Altman’s supporters, including current board chair Bret Taylor, argue he has been forthright and effective as CEO, but experts warn the litigation could jeopardize his long‑term leadership. The outcome carries broader implications for the burgeoning AI industry, as OpenAI, Musk’s own AI venture, and rival Anthropic each prepare for massive IPOs that could reshape the market.

    Read more: timesofindia.indiatimes.com/wo

    #ElonMusk #OpenAI #SamAltman #GregBrockman #IlyaSutskever #MiraMurati #HelenToner #TashaMcCauley #ShivonZilis #BretTaylor #SarahKreps #ShubhaGhosh

  7. europesays.com/people/63213/ ‘Still don’t want me?’ — trial reveals Sam Altman’s frantic texts after 2023 OpenAI ouster #MiraMurati #SamAltman #TextExchange

  8. The OpenAI Trial Is Exposing a Brutal Truth About Workplace Texts

    You might think twice before sending that text in your work group chat. Loading audio narration… The Musk…
    #NewsBeep #News #Topstories #AI #altmantrial #board #conversation #digitalplatform #Headlines #litigation #message #miramurati #openaitrial #people #peterrahbar #risk #sensitiveinformation #TopStories #worker #writing
    newsbeep.com/527352/

  9. europesays.com/people/62275/ ‘Directionally very bad’ has entered the lexicon, thanks to Sam Altman and Mira Murati #ElonMusk #MiraMurati #SamAltman

  10. europesays.com/people/61722/ ‘Directionally very bad’ has entered the lexicon, thanks to Sam Altman and Mira Murati #ElonMusk #MiraMurati #SamAltman

  11. Times of India | Elon Musk and OpenAI trial: Why the world's richest man is taking Sam Altman to court and what he actually wants

    AI generated summary, Read the full article for complete information.

    Elon Musk’s lawsuit against OpenAI, now being heard in a federal court in Oakland, stems from his claim that the nonprofit he helped found in 2015 was deceptively converted into a for‑profit company, enriching CEO Sam Altman and co‑founder Greg Brockman at his expense. Musk alleges breach of charitable trust and unjust enrichment, seeking the removal of Altman and Brockman, reversal of the for‑profit restructuring, and damages of $134‑$150 billion to be redirected to OpenAI’s nonprofit arm. OpenAI counters that Musk was aware of the eventual for‑profit shift, that his contributions were donations, not investments, and portrays the suit as a jealous, baseless attempt to derail a competitor. The trial, which includes testimony from senior OpenAI figures, Microsoft’s Satya Nadella and others, could affect OpenAI’s planned trillion‑dollar IPO and Musk’s own SpaceX‑backed xAI offering, making the outcome pivotal for the future of AI development and the broader tech industry.

    Read more: timesofindia.indiatimes.com/te

    #ElonMusk #SamAltman #OpenAI #Microsoft #SatyaNadella #YvonneGonzalezRogers #GregBrockman #MiraMurati #IlyaSutskever

  12. Người dùng Reddit chia sẻ trải nghiệm đầu tiên huấn luyện mô hình AI với Tinker, dự án từ Mira Murati. Nhận $150 tín dụng miễn phí, họ sử dụng SDK và cookbook của Tinker để huấn luyện mô hình với dataset no_robots. Dù trước đây sợ dùng terminal, giờ đã tự huấn luyện mô hình thành công và kế hoạch dạy mô hình viết bài blog chất lượng cao cho khách hàng.

    #AI #MachineLearning #Tinker #MiraMurati #SaaS #VietnamAI

    #TríTuệNhânTạo #HọcMáy #LậpTrình #KhởiNghiệp #CôngNghệ #ViệtNam

    https://www.reddit.

  13. OpenAI przejmuje talenty z Thinking Machines – rekrutacja czy najazd?

    Czy to jeszcze rekrutacja, czy już najazd? OpenAI wjechało pod drzwi Thinking Machines Lab i wyjechało z trzema nazwiskami, które jeszcze chwilę wcześniej były tamtejszym trzonem badawczym.

    Czytaj dalej:
    pressmind.org/openai-przejmuje

    #PressMindLabs #barretzoph #meta #miramurati #openai #soumithchintala

  14. 2 von 3 Co-Gründern verlassen Thinking Machines Lab. OpenAI holt sich Barret Zoph und Luke Zettlemoyer von Mira Murati zurück. Zoph ist spezialisiert auf Post-Training, Zettlemoyer bringt akademische Expertise der University of Washington mit. Für Muratis Deep-Tech-Startup ist der Verlust des Gründungsteams kurz nach Start ein kritisches Signal an Investoren. #OpenAI #MiraMurati #ThinkingMachinesLab
    all-ai.de/news/news26/openai-m

  15. Mira Murati var en av nyckelpersonerna på Open AI. Nu förbereder sig hennes nya bolag Thinking Machines Lab för sin första lansering.#openai #ai #miramurati #tech
    Här är AI-stjärnans första produkt med nya bolaget
  16. Mit Tinker bringt Mira Murati, Ex-Techchefin von OpenAI, ein KI-Tool auf den Markt, das Entwicklung radikal vereinfachen soll. Ziel: KI für mehr Entwickler zugänglich machen – ohne hohe Einstiegshürden. Ein spannender Schritt, der die Branche aufhorchen lässt. #Tinker #MiraMurati #KI 👇
    all-ai.de/news/news24/tinker-m

  17. Mira Murati’s New AI Lab Wants to Fix a Hidden Problem in LLMs Why Thinking Machines Lab wants to make LLM outputs stable, reproducible, and easier to trust Continue reading on Machine Learning R...

    #machine-learning #ai-engineering #mira-murati #artificial-intelligence #large-language-models

    Origin | Interest | Match
  18. #ThinkingMachines Lab, founded by #MiraMurati, is working on making #AImodels more #consistent by addressing the randomness in their responses. The lab’s research suggests that controlling the way GPU kernels are orchestrated during inference processing can lead to more #deterministic AI models. techcrunch.com/2025/09/10/thin #tech #media #news

  19. TechCrunch: Thinking Machines Lab wants to make AI models more consistent. “There’s been great interest in what Mira Murati’s Thinking Machines Lab is building with its $2 billion in seed funding and the all-star team of former OpenAI researchers who have joined the lab. In a blog post published on Wednesday, Murati’s research lab gave the world its first look into one of its projects: […]

    https://rbfirehose.com/2025/09/14/techcrunch-thinking-machines-lab-wants-to-make-ai-models-more-consistent/

  20. siecledigital.fr/2025/08/11/mi
    En effet, d’après le journal, #Meta #Zuckerberg aurait proposé aux collaborateurs de #ThinkingMachinesLab la start-up de #MiraMurati, des sommes allant de 200 millions et jusqu’à 1 milliard de dollars pour rejoindre le projet Superintelligence Lab de Meta mais elle a refusé

  21. Offene KI statt Blackbox: Mira Murati, Ex-CTO von OpenAI, will mit Thinking Machines Lab und 2 Mrd. $ ein transparentes KI-Modell entwickeln – frei zugänglich für Forschung und Entwicklung. Ein Gegenentwurf zu GPT & Co? Mehr dazu im Artikel. #MiraMurati #ThinkingMachinesLab #KI 👇
    all-ai.de/news/topbeitraege/mi

  22. Mira Murati raises a staggering $2B pre-product for her new venture Thinking Machines Lab, aiming to build open, user first AI a bold challenge to OpenAI. Backed by Nvidia, AMD, Cisco, and Andreessen Horowitz, she’s turning insider knowledge into a revolutionary move.

    #MiraMurati #AIStartup #ThinkingMachinesLab #OpenAI #TechNews #AIRevolution #OpenSourceAI #FutureOfAI #StartupFunding

    Read Full Article Here :- techi.com/mira-murati-thinking

  23. Wow. Huge.

    #MiraMurati #CEO #ThinkingMachinesLab (Former #CTO #OpenAI)
    Raises $2 billion seed round
    $10 billion valuation
    Building next-generation #AIplatform
    Aimed at enabling more collaborative #HumanAIinteraction.
    Deal led by Andreessen Horowitz with participation from Conviction Partners
    Among the largest-ever seed rounds in Silicon Valley’s history.

  24. 2 Milliarden Dollar für ein Startup ohne Produkt? Mira Murati (Ex-OpenAI) sammelt mit Thinking Machines Lab gigantisches Kapital – basierend auf Vision und Team. Ist das mutige Zukunftsinvestition oder Hype ohne Substanz? Was denkst Du? Jetzt mehr erfahren: #MiraMurati #ThinkingMachinesLab #KI 👇
    all-ai.de/news/news24/mira-mur

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