The Mathematics Search Engine
Mathematics News & Resources
4Mathematics is a specialist search engine for Mathematics. Discover the latest math news and mathematical content. Part of the 4SEARCH network of topic specific search engines.
Latest Articles
Understanding the Git Workflow: Working Directory, Staging, Commit, and Push.
15+ min ago (201+ words) At this point, the code has changed in your code editor but no permanent version of this on Git, so this is the working directory. The changes haven’t been committed; it tells you I can see the changes, but you…...
Skill Entropy reward boosts multi-skill reasoning
1+ hour, 4+ min ago (866+ words) Quantifying how hard a model is to switch between reasoning skills produces dramatic accuracy gains on cross‑skill tasks. The Skill Entropy reward does exactly this, turning a difficulty metric into a training signal that the model can optimise for…...
Peer Selection Cuts Regret in Multi‑Agent Coordination
1+ hour, 4+ min ago (666+ words) Choosing complementary LLM partners slashes cumulative regret in cooperative tasks. The surprise is that the simplest stochastic policy—random pairing—outperforms sophisticated in‑context prompting when agents are left to wander alone. Before MACE, multi‑agent pipelines treated peer selection…...
DeepSeek V4 Pro 0813 vs GPT-5.4 mini: Benchmarks & Cost
1+ day, 2+ hour ago (312+ words) Five or fewer confirmed AI changes, with original sources, on mornings when something changed.A free source-linked morning brief. Rankings, research, tools, and data standards. Selectors, cost tools, and embeds Estimated · Public rank #55 Updated August 22, 2026. Public scores include evidence status…...
Qwen3.8 27B vs GPT-3.5-turbo - AI Model Comparison
4+ hour, 19+ min ago (15+ words) OpenCode Related comparisons. Other model pairs to check....
Track3D in AI Journal's April AI News Rundown
1+ week, 1+ day ago (35+ words) Track3D Tennessee Builders Alliance x Track3D Webinar | August 27 Book a demo to see how Track3D’s Reality Intelligence Platform can help you Every Detail, Every Project – TRACKED...
40 Top Mathematicians Gather at the OpenAI Summit on the Future of AI and Mathematics
1+ hour, 9+ min ago (965+ words) Author and source: The Washington Post Jacob Tsimerman, who just won the Fields Medal last month, announced at the award ceremony that he will soon join OpenAI to work on AI safety research. In early August, he convened around 40 mathematicians…...
Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks
1+ hour, 27+ min ago (721+ words) This article was originally published on BuildZn. Everyone's running local LLMs now, which is great. But then they hit the wall: "Why does my 7B model on Ollama feel dumber than a cloud API?" You've got the tokens/second, but the…...
My First Github Project:From a Local Folder to GitHub Using Git and SSH
1+ hour, 18+ min ago (243+ words) I started by creating a folder for my project on the Computer.My project was called Kenya-Hospitals-Records-Analysis. I used mkdircommand to create the folder.This is a command used to create a new folder. mkdir Kenya-Hospitals-Records-Analysis I used the cd…...
Why LLMs Are Bad at Math, Explained Simply
1+ hour, 33+ min ago (1428+ words) You've probably had this exact moment. You ask an AI a math question. It lays out the steps beautifully, explains the logic like a patient tutor, walks you through each stage with total composure — and then hands you a final…...