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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
OGT Addresses the NGS Library Prep Bottleneck
3+ hour, 42+ min ago (794+ words) OGT's SureSeq NGS automated library preparation workflows run on the Hamilton STAR liquid handling workstation for clinical research labs. OGT is targeting that gap with new automation capabilities across its SureSeq NGS portfolio, compatible with the Hamilton NGS STAR Line....
Crystals: agent memory that arrives before you act
7+ min ago (1380+ words) Most agent memory is a search box. The model wonders something, a retriever runs, chunks come back. That design has one load-bearing hole: retrieval fires only when the agent already suspects it needs help. The expensive mistakes are the confident…...
I put one wrong test in the file. Most models sided with the test.
25+ min ago (762+ words) This is a submission for the Kaggle Benchmarking Challenge My day job is evaluating models: writing scorers, building reference solutions, and trying to make sure a model can't pass a task without actually solving it. The thing I think about…...
Building a Multimodal AI Robot Interface with Kotlin
27+ min ago (430+ words) What You Will Build In this tutorial, you will build a practical Kotlin/Android component for a robotics or Physical AI system. The design emphasizes asynchronous processing, lifecycle-aware state, real-time data handling, observability, and safe separation between the Android interface…...
Building an Offline-First Robot Control App with Kotlin
27+ min ago (515+ words) What You Will Build In this tutorial, you will build a practical Kotlin/Android component for a robotics or Physical AI system. The design emphasizes asynchronous processing, lifecycle-aware state, real-time data handling, observability, and safe separation between the Android interface…...
# Building an Interactive Excel Dashboard for E-commerce Product Analysis: A Case Study of Jumia Products
18+ min ago (497+ words) E-commerce platforms generate huge volumes of product-level data every day prices, discounts, reviews, and ratings, but raw data on its own doesn't tell a story. It has to be cleaned, structured, and visualized before it can support real decisions. For…...
GRPO practical guide
19+ min ago (1375+ words) In this article, we will learn about GRPO. We will understand the basics of its theory, and we will... Tagged with ai, googlecloud, python, programming....
Harnessing the Advantages of AI in the Modern Lab
42+ min ago (976+ words) AI is already making significant impacts across many different labs. Learning how to harness the power of AI while maintaining scientific integrity, direction, and outcomes is a key responsibility for lab managers. To help lab managers learn about how and…...
Above and beyond: An editor wanted authors to know they’d been falsely cited
5+ hour, 40+ min ago (678+ words) Like many college professors today, Sarah S. Richardson has seen AI-hallucinated citations in work submitted by her students. But she was surprised when an editor recently contacted her about a hallucinated citation involving her own work. A March 31 email from the…...
Misleading AI Summaries Can Distort Human Memory, Study Finds
50+ min ago (733+ words) AI-generated summaries are becoming increasingly prevalent — from news article previews to workplace meeting transcriptions to high-stakes settings like police body camera footage — despite studies showing that AI can generate misleading or inaccurate information. Mattea Sim, an assistant research professor at…...