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 News & Web Pages
How to build AI agents that don’t break at scale
6+ min ago (958+ words) The challenge of using AI agents at scale The early success of AI tools is creating an illusion of readiness and scale that many organizations are not yet equipped to roll out or sustain. What's possible in a couple of…...
Extracting Text from Documents Using Amazon Textract (AI series)
15+ min ago (904+ words) The last stop on our journey through Amazon Rekognition and the ease with which image analysis can be made by AWS even when you are just getting your legs wet. We are now going a notch further into an issue…...
Building an Automated Data Pipeline
15+ min ago (184+ words) In my current role as a Data Engineer, I realized that data is only as good as its availability. Moving data from Google Analytics (GA4) into a format that a business can actually use for strategy is a common challenge. Here…...
Maine teacher makes math relevant with ‘fun-tivities’
1+ hour, 21+ min ago (494+ words) This high school educator is engaging students with a mix of inquiry-based digital projects and hands-on activities. "We give tests on paper. But most real-world tasks, or jobs, you've got to be able to communicate verbally," Donovan said. "Having [students]…...
How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan
1+ hour, 22+ min ago (518+ words) The One-Line Summary: Linear regression finds the one straight line that minimizes the total squared distance from all your data points " it's the "best compromise" line that gets as close as possible to everyone, even though it perfectly fits no…...
What is llms.txt and Why Your Website Might Need One
1+ hour, 35+ min ago (138+ words) tags: [ai, seo, webdev, llm] You've heard of robots.txt. Now meet llms.txt - a markdown file designed to help AI models understand website content more effectively. Large language models face challenges when processing websites: Jeremy Howard from Answer.AI…...
Transformer Series #3: Positional Encoding - How Transformers Understand "Time" Without a Clock ⏳
1+ hour, 40+ min ago (640+ words) Welcome back to the Transformer Series! " In Blog #2, we turned words into numbers (Embeddings). We took the word "King" and turned it into a vector of numbers that captures its meaning. But we have a massive problem. Transformers are designed…...
Interpretability in deep learning for finance: A case study for the Heston model
1+ hour, 56+ min ago (342+ words) Credit: Brigo, D., et al In a new study published in Risk Sciences, a team of researchers from Italy and the UK investigate how interpretable deep learning models can be made in a financial setting. Their goal was to understand whether…...
Protein foundation models reshaping the research paradigm of life sciences
1+ hour, 56+ min ago (768+ words) A comprehensive review published in Science China Life Sciences by a collaborative team led by Prof. Wenjie Shu (Bioinformatics Center of AMMS) et al. highlights that Protein Foundation Models (pFMs) have emerged as game-changers in life science. These AI tools,…...
I Built an LLM Translation Service — and It Changed How I See Language
2+ hour, 2+ min ago (30+ words) I Built an LLM Translation Service " and It Changed How I See Language'Hackernoon A software architect, accidental GenAI expert, and home-lab tinkerer who treats network setups like critical systems....