Physical Superintelligence says its research system proved the Aaronson-Ambainis conjecture, a 2008 quantum computing problem, with Lean accepting the final proof after the system found it on day three and improved it twice.

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Physical AI is about more than how fast a model can run. It's about whether the entire system can act in time. Salil Raje, SVP and GM of the AMD Embedded business, explains why robotics needs a system-level approach, with the right compute for AI reasoning, real-time control and coordination. Read the blog:

Physical AI + Humanoids are the next progression of AI. $NVDA CES 2025 projections and Elon's prediction on $TSLA + 1 Billion humanoids in the next decade, seems to be speeding up. New statement from Unitree CEO after testing GPT-6 on their humanoid program was that: - In August, before GPT-6's release, Wang said the industry could take two to three years at its fastest pace, or as long as a decade, to reach its "ChatGPT moment" - Now, OpenAI's GPT-6 model prompted expectations that a breakthrough could happen "within 1 or 2 years" - He defined that moment as robots being able to complete around 80 per cent of tasks in 80 per cent of unfamiliar environments using voice or text commands. - "It's possible that, say, a GPT-7 model released next year could directly crack the problems of embodied intelligence" - "The whole embodied intelligence industry has been shaken up after the release of GPT-6" Just looking at some benchmarks on robotic hand manipulation, "On the bowl task Astra placed the block in 19 of 20 trials, against Fable 5.1's 8 of 20". But for the puzzle task "Astra completed the insertion 2 times in 20 against Fable 5.1's 2 in 20"".. so we're getting there. But going from 2-3 years (potentially to a decade), and compressing that down to 1 or 2 years (to achieve 80%+ of tasks in unfamiliar environemnts) is a significant change in outlook.

Physical games are still alive, and PS5 sales show why. According to industry data Marvel’s Wolverine sold around 2.16 million copies worldwide in September with 35% of those sales were physical copies, while 65% were digital. In Europe, physical copies actually did even better, making up 51% of sales. That means more than half of the game’s sales in the region came from discs. Other games are also selling well on disc: >Silent Hill: Townfall — over 45% physical sales. >The Blood of Dawnwalker — 36%. >Onimusha: Way of the Sword — 30%. These numbers show that plenty of players still like buying physical games, whats sony excuse now

Physical AI Case Study: When you make monitoring cheap enough, more things become worth monitoring. 2015 -$199 - Nest Camera -9% total U.S. Households with Security Camera Today -$20 - Wyze Cam -30% total U.S. Households with Security Cameras or Doorbell Cameras