Group 1 - The company is actively pursuing mergers and acquisitions (M&A) as a strategy to enhance its talent pool and infrastructure, particularly in the image and audio modalities [1][2] - The proprietary inference engine developed by the company can run image and video models 3 to 4 times faster by optimizing NVIDIA chips for these workloads [3][4] - The company prefers using NVIDIA's mature software stack over custom silicon solutions due to the need for immediate deployment of models, which is crucial for maintaining a competitive edge [6][7] Group 2 - The company is transitioning from the Hopper architecture to the Blackwell architecture, aiming for better performance metrics such as flops per watt or per dollar [8][9] - The economic rationale for this transition is that many players in the industry are expected to adopt Blackwell due to its superior price performance [9]

RT Tom Zahavy (@TZahavy)I am excited to share a work we did in the Discovery team at @GoogleDeepMind using RL and generative models to discover creative chess puzzles 🔊♟️♟️ #neurips2025🎨While strong chess players intuitively recognize the beauty of a position, articulating the precise elements that constitute creativity remains elusive. To address this, we pre-trained generative models on public datasets and then applied reinforcement learning, using novel rewards designed for uniqueness, counter-intuitiven ...

RT Avi Chawla (@_avichawla)Generative vs. discriminative models in ML:(a popular ML interview question) https://t.co/bOWdx8CywA ...

Generative vs. discriminative models in ML:(a popular ML interview question) https://t.co/bOWdx8CywA ...

[Müzik] Merhabalar. Son konuşma, son saat. Kesinlikle yoruldunuz ama mecburen bir sunumu dinlemek gerekli.Benim adım Nurnayım. Eee, bu arada sunuma başlamadan önce, eee, dil belki bu sorunu yaşayabilirim. Benim Türkçem o kadar iyi değil ki, eee, kusura bakmayın şimdiden söylüyorum.Eğer bir şey anlamazsan el kaldırabilirsin. Eee, bir şekilde açıklama yapabilirim. Eee, çok teşekkürler hocam.Sizin şey söyledikleri ben tamamlıyorum şu andaki etik tarafından eee, bir sürü eee, yapay zekayı her yerde artık kullan ...