Azmat
Watch or Listen on YouTube Project Suncatcher: Google’s Plan To Power The Future Of AI From Space Introduction If you care about the future of data centers, you’ve probably felt the crunch already, rising demand for training and serving models, flat power budgets on the ground, and communities that would rather not host another substation. … Read more
Watch or Listen on YouTube Tongyi DeepResearch: A Guide To The AI Agent Automating Web Research Gemini RAG hub Introduction You can spend weeks wiring a retrieval stack, then watch it wobble under load. Or you can get answers grounded in your own docs in a single afternoon. That is the promise of Gemini File … Read more
Watch or Listen on YouTube Reinforcement Learning AI: Predictive Scaling Laws for LLMs Introduction If you’ve ever tried to scale an RL run and felt like you were flying by instrument in a storm, you’re not alone. For years, Reinforcement Learning AI has delivered flashes of brilliance, then slipped into instability right when the stakes … Read more
AI Mathematics: AlphaEvolve’s 67-Problem Stress Test Introduction If you care about AI mathematics, this is the moment when the conversation got serious. AlphaEvolve, an evolutionary coding agent, was set loose on sixty-seven real mathematical challenges across analysis, combinatorics, geometry, and number theory. It did not just rediscover known constructions. It found new ones, tightened bounds, … Read more
Nested Learning: Inside Google’s New Paradigm For Self Improving AI Introduction Nested Learning is a machine-learning paradigm from Google Research designed to improve continual learning: the ability of an AI model to acquire new knowledge and skills over time without catastrophically forgetting what it already learned. Instead of treating a model as one monolithic network … Read more
Kimi K2 Thinking: A Hands On Review Of The 1T Agentic AI Introduction Kimi K2 Thinking is Moonshot AI’s 1-trillion-parameter open-weight reasoning model, with 32 billion parameters activated per token and a 256K context window. In Moonshot’s published evaluations, it scored 44.9% on Humanity’s Last Exam with tools, 60.2% on BrowseComp and 71.3% on SWE-bench … Read more
AI News November 8 2025: The Weekly Pulse And Pattern Introduction This week’s cycle felt like watching a chess board wake up. Companies moved compute like queens, research labs opened new lanes in reasoning, and policymakers stared down safety gaps that are no longer theoretical. If you care about how intelligence gets built, deployed, and … Read more