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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
Silent Regressions Have No Stack Trace: A Minimal Prompt Eval Harness
1+ hour, 23+ min ago (250+ words) The harness I use is deliberately small, because a complicated eval framework is just another thing that can break silently. It has three pieces: a JSON file of golden cases, a registry of grader functions, and a comparison step that…...
Rescuing Unused Exemption With Upstream GPOA Planning
6+ day, 21+ hour ago (92+ words) The technique allows wealthier clients to obtain a favorable basis adjustment Member, Trusts and Estates Practice Group, Brach Eichler LLC Joy Matak is a Member in Brach Eichler LLC's Trusts and Estates Practice Group. Partner, Shenkman Tietz Martin M. Shenkman, CPA,…...
Qwen3.8 27B vs Mistral Large (latest) - AI Model Comparison
12+ hour, 9+ min ago (17+ words) OpenCode Related comparisons. Other model pairs to check....
LLMs Fail to Write Fast Multi-GPU Kernels
11+ hour, 37+ min ago (408+ words) StartupHub.ai LLMs Fail to Write Fast Multi-GPU Kernels Simran Arora from Together AI discusses the challenges of multi-GPU kernel development and why current LLMs struggle to optimize them, despite ongoing research. In the ever-evolving landscape of AI hardware, optimizing…...
Anthropic Previews Standard for AI Control of Physical Devices
5+ hour, 3+ min ago (341+ words) Anthropic is opening a research preview of a shared specification for artificial intelligence agents to operate physical devices, specifically lab and manufacturing instruments, the company said in a Thursday (Aug. 27) announcement. The Model Hardware Standard (MHS) enables agents to operate…...
Anthropic previews MHS standard for AI agents that operate machines
5+ hour, 22+ min ago (554+ words) UPDATED 20:19 EDT / AUGUST 27 2026 Anthropic PBC today previewed a standard that makes it easier for artificial intelligence agents to control machines such as microscopes. The Model Hardware Standard, or MHS, is the fruit of a collaboration between the Claude developer and…...
Introducing H3 Max by fal
5+ hour, 33+ min ago (697+ words) Announcing H3 Max, a post-trained version of MiniMax H3 developed by fal Research and optimized for maximum speed by fal's inference team. In our human preference evaluations, H3 Max ranks #1 across overall quality, prompt understanding, and aesthetics against leading video models. It does…...
Florida Approves Carnegie Learning’s ClearMath Secondary for Statewide Adoption
9+ hour, 29+ min ago (110+ words) State adoption affirms Florida math curriculum's rigor and alignment with B.E.S.T. Standards The Florida middle and high school math curriculum is aligned to the state's Benchmarks for Excellent Student Thinking (B.E.S.T.) Standards and Mathematical Thinking and Reasoning Standards (MTRs). Districts across Florida…...
The most interesting number in my hackathon project is one I found by accident
6+ hour, 56+ min ago (23+ words) I spent August building PHAGE, an immune system for fleets of AI agents. It vaccinates them: it... Tagged with ai, python, googlecloud, security....
Physicalloop - AI Infrastructure: User Reviews, Pricing, Ratings & Alternatives
11+ hour, 4+ min ago (159+ words) StartupHub's Data Trust & Reputation score for Physicalloop is 26 out of 100, based on site security posture and privacy practices. Physicalloop was founded in 2026. Ship of Theseus is developing a fleet of biologics based on the homeobox (HOX) family of transcription factors…...