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.
Newswise — Perimeter Institute for Theoretical Physics is pleased to announce the launch of the Physics-Driven AI Initiative (PhysDAI), a strategic vehicle for Perimeter’s AI-enhanced research programs. “AI is already changing the way mathematics is being done. In the next two…
Home » Review » Open WebUI Desktop Hands-On: Running Local LLMs on Windows Open WebUI combines chat, model management, files, web search, tool calling, image support, knowledge features, and API access in one local AI interface. For this hands-on review, we focused…
Fix MP3 Files Without Tags or Covers Using Just Two Prompts (Windows PC Required) If your MP3 files have missing tags and album covers, you can organize your music collection in under 15 minutes using ChatGPT (Codex), and Mp3tag for free. Step 1: Install Mp3tag for…
My regression test for a prompt change failed on a Tuesday. I hadn't touched the prompt yet. Same model, same weights, same vLLM server, same 200 eval prompts, temperature=0. I ran the suite twice in a row and 23 of the 200 answers…
A user typed E4012 into my docs assistant. The top result was the page for E4021. The second was E4013. The page that actually explained E4012 sat at rank 14, well below my top-5 cutoff, so the LLM never saw it and confidently explained the…
Random merged cells, codes that lose their zeros, order numbers in scientific notation, ranges that turn into dates. None of it is random. We pasted a test table into Excel and watched each step. The question has been sitting on…
Everyone says an AI agent fails because it cannot reason well enough. The failure data points somewhere else. Over 40% of agentic AI projects will be cancelled by the end of 2027, and the cause is rarely a missing capability (Source: Gartner,…
Students at North Sydney Girls High said the final mathematics extension 2 was not without its hiccups but were able to solve it. October 20, 2026 — 9:46am
Many RAG projects begin the same way. Someone indexes a few dozen clean documents, asks five questions they already know the answers to, and the room goes quiet because the thing works. A budget gets approved. Somebody says "we should…
Nice to meet you. I changed jobs in September 2026 and started working in a new environment as a cloud engineer. This career change prompted me to start a note. In this first article, I will write about why I am…