The Mathematics Search Engine

39+ min ago   (1556+ words) Reflection AI’s Beam is more than another massive language model. With 501 billion total parameters, approximately 23 billion active parameters per token, 23.8 trillion training tokens, and more than 100 million reinforcement-learning rollouts, Beam represents a broader shift in how frontier AI systems are…...

10+ hour, 47+ min ago   (248+ words) California AI robotics firm Figure decided to retire their decommissioned F.02 models in spectacular style by flinging them into a fiery vat of molten steel. Inspired by a social media post from Arnold Schwarzenegger, the company collaborated with a metal foundry…...

55+ min ago   (232+ words) Push to overhaul English-first benchmarks so AI respects local norms and avoids cultural missteps Aroyo said this in a keynote at the "AI Summit Conference" of "AI Festa," hosted by the Ministry of Science and ICT and organized by the…...

39+ min ago   (645+ words) A data analyst works with information to help businesses understand what is happening and why. Their work may involve collecting data, checking its accuracy, finding patterns, preparing reports, and presenting insights. Instead of looking at raw numbers, an analyst turns…...

38+ min ago   (207+ words) Every enterprise AI rollout fails at the same seam. Not because the model is wrong. Because the model speaks the wrong language for software to act on. Two releases this month finally address both sides of this failure — from opposite…...

47+ min ago   (338+ words) A standard JEPA, such as I-JEPA or V-JEPA 2, uses a context encoder, an EMA target encoder and one predictor. The predictor outputs one monolithic target embedding. The research team call this a capacity-allocation problem: high-variance structure dominates, and weaker modes…...

37+ min ago   (966+ words) There's a prompt sitting in my image folder that looks like this: I've watched this happen enough times now — image, video, text — to say the uncomfortable version plainly. Most of what the internet calls prompt engineering is dialect. Dialect isn't…...

38+ min ago   (304+ words) Most AI-generated strategies suffer from the same terminal flaw: they are forward-only. If you ask an LLM to propose a market entry plan or a scaling architecture, it will present a linear progression of successful steps. It describes the ascent,…...

36+ min ago   (365+ words) I was building cost attribution for AI agents on AWS when I ran into a gap in the open-source Strands Agents SDK: the framework knew how to talk to Amazon Bedrock models, but it didn't know which family some of…...