Install
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
Can We Actually Prove an AI Agent Will Stay Within Its Permissions?
28+ min ago (616+ words) We are confident this text is AI-assisted. GPTZero works with the world's top publishers as the trusted standard for authenticity and quality. Learn more here This story contains AI-generated text. The author has used AI either for research, to generate…...
Tuya Doova debuts with LiDAR safety robot | AI News Detail
2+ hour, 54+ min ago (186+ words) According to FoxNewsAI, Tuya’s Doova uses LiDAR and voice to reach seniors, trigger emergency calls, and guard homes, raising privacy and reliability questions. The Doova platform represents a shift toward embodied AI that moves beyond stationary devices. LiDAR enables precise…...
Edge0 Streams an 8B AI Model From SSD Using Only 1 GiB
3+ hour, 36+ min ago (262+ words) Edge0 releases an 8B sparse MoE that runs in under 1 GiB of active memory on Apple Silicon, streaming experts from SSD on demand. Edge0 has released the 8B checkpoint and an accompanying streaming runtime that load mixture-of-experts weights from SSD as each token needs…...
NVIDIA CUDA Toolkit 13.4 Adds Windows on Arm Support
48+ min ago (556+ words) The release notes for CUDA NVCC 13.4.59 list supported architectures as x86_64, arm64-sbsa, and arm64 (Windows), spanning both Linux and Windows. That’s a meaningful detail for anyone tracking the toolkit’s evolution: arm64-sbsa (Server Base System Architecture) has been NVIDIA’s Linux-side Arm server target…...
Prompts Are Code. Genkit Makes the Runtime Reviewable.
53+ min ago (764+ words) A prompt can look perfect in a model playground and still fail as a product. The production input arrives in a different shape. Authentication data leaks into the prompt. The model returns prose where the UI expects JSON. A three-line…...
Five Failure Modes Evals Won't Catch And What To Do About Them
2+ hour, 11+ min ago (1076+ words) Evals are a critical part of every data and AI team’s agent development process. An engineer builds an eval, defines what a bad answer looks like, runs a judge against a test set, and ships when the score looks good....
Context-Aware AI Assistants: How They Know What Comes Next
1+ hour, 20+ min ago (1567+ words) Ask an AI assistant how to apply to a university, reset an account password, track an order, or prepare for an interview, and it can usually generate a useful response within seconds. But answering a question is not the same…...
Hy4 preview vs Grok 4.5 - AI Model Comparison
3+ hour, 9+ min ago (16+ words) OpenCode Related comparisons. Other model pairs to check....
A famous 129-page proof became 13 million lines of code — thanks to Claude
2+ hour, 20+ min ago (414+ words) Claude turns a 350-year-old, 129-page proof into 13 million lines of Lean code Anthropic has used its Claude artificial intelligence system to produce a fully computer-checked version of a famous, centuries-old mathematical proof. The proof addresses Fermat's Last Theorem, a hypothesis…...
171. Saturday Robotics & World Models Reading Club 28: Dyna-2, Dyna Robotics. Video: New Scaling Law
7+ hour, 41+ min ago (1708+ words) Dyna Robotics builds deployable robot foundation models. On-slide demos: kitting, circuit board assembly, box folding, package flipping The talk is organized around three questions the field still does not agree on: What is the right source of pre-training data for…...