Sutton believes Reinforcement Learning is the Path to to Intelligence via Experience. Sutton defines intelligence as the computational part of the ability to achieve goals. It is rooted in a stream of experience: actions taken, sensations observed, and rewards received. This era of experience forms the foundation of RL (Reinforcement Learning). AI Agents learn by …
Musk announced that xAI’s Colossus 2 will be the world’s first gigawatt-plus AI training supercomputer and this will be used to start training XAI Grok 5 next month (September 2025). Elon says Colossus 2 has a non-trivial chance of achieving AGI. He says xAI is close to having all the pieces in place for AGI. …
Nick Bostrom discussing his new book *Deep Utopia* (2024), which builds on his earlier work *Superintelligence* (2014). He explores a post-singularity future where superintelligence solves humanity’s major challenges like disease, scarcity, and mortality. Bostrom outlines optimistic scenarios, potential pitfalls, and broader philosophical implications. The discussion covers AI alignment, governance, moral considerations for digital minds, cosmic …
A Deep Dive into the mind-blowing launch of Grok 4—the world’s top AI model by xAI. Breaking down its massive implications for Tesla’s FSD, robo-taxis, simulations, and beyond. No mainstream coverage? xAI’s latest AI model hailed as the world’s best. Despite zero coverage from outlets like CNBC, this “mind-boggling breakthrough” is poised to reshape Tesla, …
Meta has hired about 15-20 AI researchers from OpenAI and Google Gemini. Many are getting $100 million signing bonuses and $10+ million per year in salary. There are terms to those agreements in terms of what has to be done by the new hires to keep the bonuses. Meta paid $15 billion for 49% of …
Life Architect countdown to Artificial General Intelligence is at 92%. There are less hallucinations, AI can admit when it does not have the answer and the humanoid robots are getting very good. XAI Grok 3 is the First frontier model to consistently admit that it doesn’t know the answer to something. First AI-written paper passes …
National Security AI is a plan of geopolitical control in world of powerful AI and superintelligence. It has superintelligence strategy. I propose a robust opensource and distributed AI to all citizens of the USA and even all citizens of the world. The website https://www.nationalsecurity.ai/ explores the intersection of artificial intelligence (AI) and national security, focusing …
A step-by-step analysis and projection of the xAI’s Colossus supercomputer project. Memphis development and xAI have talked about a 1+ million chip supercluster at the site. Considering AI rack density power, internal power allocation for 1 million chips, potential for expansion beyond to 2-3 million GPUS and a likely project timeline for 2025–2027. Industry norms …
I know that AI experts like Epoch AI have been projecting a continuation of the 5X per year increase in AI training compute but Grok 2 was released in August 2024 and 6 months later Grok 3 was released with 15X increase in training compute. This shows that the 5X per year rate has been …
Sam Altman, the CEO of OpenAI, now says he is more confident of a fast AI takeoff. A fast AI takeoff is more possible than he thought a couple of years ago. He suggested this could happen within a small number of years rather than a decade. This indicates a shift in his perspective towards …
Sam Altman talks about AGI products in 2025 and setting OpenAI sights on ASI (Superintelligence). [OpenAI and Sam Altman] are now confident they know how to build AGI as they have traditionally understood it. They believe that, in 2025, the world may see the first AI agents “join the workforce” and materially change the output …