The Mathematics Search Engine
Mathematics News & Resources
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Latest Articles
Projects I Wouldn't Use Python For in 2026
6+ day, 23+ hour ago (78+ words) menno.io Projects I Wouldn't Use Python For in 2026 This talk starts with my early adoption of Python and the subsequent decades of using it for almost everything. It then moves into why Python isn't always the best choice and…...
From "token" to "MoE": the LLM glossary in dependency order
47+ min ago (1391+ words) Alphabetical LLM glossaries have a structural flaw: the "attention" entry sends you to "softmax", which is further down, which in turn uses "logits", which is earlier but assumes "vocabulary". You end up hopping around like a Wikipedia page at two…...
Mental arithmetic builds skills for life: AIIMS Director
2+ hour, 36+ min ago (217+ words) Mangalagiri: More than 1,200 children aged between 5 and 14 years displayed remarkable speed, accuracy and concentration at SIP Regional Prodigy 2026, one of India’s largest mental arithmetic competitions for children, held here on Sunday. The competition was inaugurated by Col Shashikanth Thumma, director…...
STEM students ready, aim, fire at FISTA
39+ min ago (148+ words) The Lawton Constitution Eight-year-old Knox Johnson readies his rocket Monday at the STEM Lab within FISTA Innovation Park while STEM Coordinator Raegan Martin-Teakell observes. Seven-year-old's Larissa Jojola and Benny McKeever prepare to shoot their rockets into the air Monday at…...
Two ways the AI agent understands your course better
2+ hour, 35+ min ago (120+ words) Mindsmith The AI agent picked up two upgrades to what it can take in before it starts editing: - Full-course context. When you ask the agent to edit or build out a single lesson, it now scans the rest of the…...
Evaluating Multimodal Vision Models with Moonshot PerceptionBench Using Robust Data Loading and Automated Judging
42+ min ago (767+ words) In this tutorial, we design an end-to-end evaluation workflow for PerceptionBench. This multimodal benchmark measures fine-grained visual perception capabilities across tasks such as OCR, counting, localization, contextual reasoning, comparison, depth understanding, and hallucination detection. We begin by configuring a Colab-compatible…...
Provenance Belongs in the Image Table
1+ hour, 45+ min ago (957+ words) A generated image looks finished until review starts. Someone approves the first version. Someone else crops it. A branded copy goes out. Another edit changes the prompt. A week later, the useful question is simple: which prompt, model, seed, size,…...
I have been Vibecoding Evals (works better than I thought)
2+ hour, 28+ min ago (565+ words) I’ve been building AI apps with coding agents for a while. Lately, I’ve been experimenting with evals too. The app in this example mostly worked. That was the problem. I built a small support-triage app for a fictional shipment-tracking company....
A Classroom Classic, Upgraded: Meet the TI-84 Evo Graphing Calculator
3+ hour, 14+ min ago (570+ words) Faster processing, color graphing, and intuitive design make this a go-to tool for building deeper math understanding. Teachers are always looking for tools that help students truly see and understand math concepts in action, and for that reason, graphing calculators…...
Payne named Carrollton system Teacher of the Year
4+ hour, 23+ min ago (355+ words) Carrollton City Schools announced Karee Payne as the district-level Teacher of the Year. Pictured from left are CCS Superintendent Dr. Mark Albertus, CCS District Teacher of the Year Karee Payne, and CCS Board of Education Member Katie Williams (Treasurer, Ward…...