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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
An uncalibrated classifier is worse than no classifier
14+ min ago (405+ words) What I learned building a website that rewrites itself for whoever is reading it, on ₹0 of infrastructure. My portfolio gets very different readers. A recruiter clicking through from a LinkedIn job post wants to know whether I'm hireable for an…...
I Surveyed 123 People in India to Benchmark Frontier AI
12+ min ago (51+ words) This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Current... Tagged with devchallenge, kagglechallenge, ai, machinelearning....
Jev vs Local Models: Where Japanese Intent Routing Stands After 1,000 Utterances
25+ min ago (1318+ words) The router that decides "which process to assign this phrase to" is crucial for the usability of an assistant. There are methods where the model generates text and classifies it every time, and others where a specialized model is used…...
Seedream 5.0 Flash compared to other AI models
4+ hour, 17+ min ago (53+ words) OpenRouter Seedream 5.0 Flash compared to other AI models Compare Seedream 5.0 Flash from bytedance-seed to other AI models on key metrics including benchmarks, price, context length, and other model features. Access Seedream 5.0 Flash and hundreds of other AI models through the…...
Drex, a small model that decides
10+ hour, 7+ min ago (1152+ words) Facts in, a probability for every option out. One pass, and no text to parse. The axis starts at 55, not zero. Total parameters under each name; Jev's size is not published. Decision Index 0.2.1 scores 38 tests of deciding rather than writing:…...
Next-Generation Cancer Immunotherapy Using Quantum Computing Selected for NEDO Demonstration Program
1+ hour, 34+ min ago (148+ words) Note: The Principal Investigator for Waseda University in this project is Professor Nozomu Togawa of the Faculty of Science and Engineering. This project is scheduled to run from September 2026 to March 2029. It will serve as a drug discovery use case…...
Building a Data Audit Workbench That Holds Up in an Assessment
45+ min ago (322+ words) Most audit-readiness conversations start with dashboards. I prefer to start with the evidence path. A data audit workbench is not a set of charts; it is a repeatable pipeline that turns control events into verifiable records a regulator can inspect…...
Pricing and credits — bitHuman docs
3+ day, 45+ min ago (336+ words) Docs index: /llms.txt · every page as Markdown: add.md Every rate per model and platform, creation costs, plans and offline licensing. Credits pay for the time an avatar session is running, talking or idle, billed by the exact second....
Webinar: Leveraging AI for Patent Administration - Expanding Capacity Without Expanding Headcount
9+ hour, 45+ min ago (241+ words) Patent prosecution generates an enormous volume of administrative work. Information Disclosure Statements, Office Action shell responses, Notice of Allowance reviews, oaths and declarations, assignments, Patent Term Adjustment calculations, and USPTO correspondence, all of which require accuracy, consistency, and careful attention…...