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
Why Real-Time Prediction Is One of AI's Hardest Challenges
7+ min ago (611+ words) Ask an engineering team what their model does and you’ll usually get an accuracy number. Ask when that number was measured and the conversation gets more interesting. Most production AI still runs on a comfortable cadence: train on historical data,…...
Perception Machine Learning Engineer – ADAS
1+ day, 7+ hour ago (461+ words) Job Application for Perception Machine Learning Engineer – ADAS at Lucid Motors Greenhouse Perception Machine Learning Engineer – ADAS At Lucid, we are creating exceptional mobility experiences through innovation to drive the world forward. Built on Lucid’s proprietary technology and software-defined vehicle…...
Benchmarking Cheap LLMs for Production Agent Traces
24+ min ago (1362+ words) We run one LLM call on every agent trace we ingest: it reduces the trace to a short, searchable digest. Because it runs on every trace from every customer, it is the most frequent LLM call we make, and its…...
Reliance on vision drove varied brain development in primates
9+ hour, 26+ min ago (521+ words) New fossil study led by Duke finds vision — not the “thinking” frontal lobe — drove the expansion of the primate neocortex image: A virtual endocast of primate species Simonsius grangeri created by the researchers. view more Credit: Kay et al./MorphoSource…...
AI tool detects hard-to-identify heart dysfunction from standard ECGs
2+ hour, 4+ min ago (483+ words) image: Oguz Akbilgic, Ph.D., corresponding author and professor of artificial intelligence in the Department of Cardiovascular Medicine at Wake Forest University School of Medicine. view more Credit: Wake Forest University School of Medicine Heart failure affects more than 6 million Americans…...
Single-Center vs Multi-Center Studies: What We've Learned About Scaling Imaging AI | Segmed Experts
2+ hour ago (179+ words) The difference between single-center and multi-center imaging studies lies in the number of institutions contributing imaging data and how that affects data variability, generalizability, and model robustness. A single-center study collects imaging data from one hospital or institution. A multi-center…...
Inside vLLM: How the World's Fastest LLM Inference Engine Works
43+ min ago (470+ words) vLLM hit the front page of Hacker News this week with a deep dive into its architecture. If you're running production LLM workloads, understanding how vLLM achieves its throughput is essential. Here's what makes it special. Traditional LLM inference is…...
The Model Passed Your Benchmark. Now Stop Merging Its Code Blindly
59+ min ago (387+ words) A few weeks ago I wrote about building a reproducible test harness for comparing free AI coding models before you commit. That harness answers one question: which model should I use? It does not answer the harder follow-up: once a…...
A Prompt Regression Pack You Can Run Against Free Model Tiers Before Paying for Anything
59+ min ago (59+ words) Liquid syntax error: Unknown tag 'endraw'. Tagged with ai, testing, programming, productivity. Liquid syntax error: Unknown tag 'endraw' Templates let you quickly answer FAQs or store snippets for re-use. Are you sure you want to hide this comment? It will…...
What a Malicious Ollama Model Can Actually Do to Your Host, and How to Sandbox /api/pull
58+ min ago (1793+ words) TL;DR by reader profile: The central tradeoff is that every layer you add between Ollama and the host, non root users, read only mounts, seccomp filters and offline registries, also removes the one click convenience that made you choose…...