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
The fun and flexibility of data science
10+ hour, 22+ min ago (254+ words) Taylor Bolt spent his Ph.D. and postdoc digging through brain imaging data for clues to cognition. In industry, the datasets are different but the joy of answering questions with data remains. Taylor Bolt loved the challenge of mining terabytes of…...
Bulloch students show strong growth on tests
1+ hour, 28+ min ago (346+ words) The latest results released by the Georgia Department of Education indicate strong academic progress made by Bulloch County Schools' students in the 2025–26 Georgia Milestones assessments. The results offer an early look at students' overall academic performance and growth. Georgia Milestones…...
Grok 4.6 vs GPT-5.6 vs Gemini 3.1 Pro: 5x Price Gap [2026]
1+ day, 19+ min ago (875+ words) This comparison pulls together the current API pricing, context windows, Artificial Analysis Intelligence Index scores, consumer subscription costs, and EU regulatory status for all three models as they stand in mid-August 2026. It also covers what changed in the latest releases,…...
7 MCP Tool-Schema Mistakes That Make AI Agents Less Reliable
1+ hour, 18+ min ago (414+ words) AI agents can only use tools as reliably as those tools are described. That’s why I built ToolReady AI—a free tool that reviews MCP and AI-agent tool schemas, identifies reliability problems, and recommends specific fixes. A function might work…...
Why I run speech-to-text locally instead of calling a cloud API
1+ hour, 56+ min ago (528+ words) Yesterday I wrote about deploying gemma, bge-m3, and whisper on a single server without enough VRAM for all three. This post is about why whisper is one of those three. When you call a cloud speech-to-text API—OpenAI's Whisper endpoint,…...
Designing Smart AI Agents: Architecture Patterns That Survive Production
2+ hour, 5+ min ago (1119+ words) A practical field guide to agent topologies, state design, and the failure modes that separate a demo from a system that survives 90 days in production. Six months ago, a logistics company in Dubai flew me in to look at their…...
I ran a GPU inference app for a month on Azure serverless GPU. Here's the actual bill.
2+ hour, 47+ min ago (519+ words) I run a small internal speech-synthesis service on an NVIDIA T4 via Azure Container Apps' serverless GPU, with min-replicas=0. The pitch is that you pay nothing while nobody's using it. I wanted to know if that's actually true, so I pulled…...
DeepSeek V4 Pro Launches With Major Agent Upgrades and Open-Source Harness
11+ hour, 36+ min ago (1201+ words) DeepSeek officially launched V4 Pro 0813, ending a preview period that began in April. The 1.6T-parameter model brings huge agent benchmark improvements, native OpenAI Responses API support, and a new open-source coding framework called DeepSeek Harness. A major API price increase takes…...
A Generated SQL Query Got Faster by Returning Fewer Rows. Test That Before You Merge It
3+ hour, 1+ min ago (541+ words) Disclosure: This article was prepared as part of MonkeyCode's product outreach. Start with a tiny data fixture that contains an order for a customer who does not exist in the customers table. That dangling reference is common enough in legacy…...
DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take
3+ hour, 3+ min ago (979+ words) So I spent six weeks running benchmarks across DeepSeek, Qwen, Kimi, and GLM through Global API's unified endpoint. Here's what I found, written for the engineers who actually have to keep these things running at 3 AM. Let me set the…...