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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
AI agent reliability: Why schedulers and shells still break fleets
7+ min ago (1074+ words) I run 49 scheduled AI agents on one laptop. Another 24 sit beside them, deliberately switched off. That distinction matters more than it sounds. After eighteen months, I have stopped being surprised by model errors. Models misunderstand requests and occasionally produce confident…...
AI maps a clearer path to drug-target discovery
1+ hour, 55+ min ago (785+ words) EIN Presswire AI maps a clearer path to drug-target discovery Multimodal-based methods for DTI prediction GA, UNITED STATES, August 20, 2026 /EINPresswire.com/ -- Artificial intelligence is reshaping one of drug discovery's most consequential questions: which compounds interact with which biological targets, and…...
Why Your Robot Performance Is Unstable: The Hidden Power Problems Engineers Often Miss
12+ min ago (865+ words) Your robot works perfectly on your desk. The motors spin. The sensors respond. The control algorithm runs smoothly. Then you put it on the ground, and suddenly: The first thought is usually: "There must be a bug in my code....
TrueFoundry Launches Open Source AI Agent Harness TrueForge
2+ hour, 52+ min ago (225+ words) TrueFoundry’s TrueForge is an MIT-licensed alternative to Claude Managed Agents designed to cut AI agent operational costs by 50%. On 19 August 2026, enterprise AI infrastructure platform TrueFoundry launched TrueForge, an open-source, vendor-neutral AI agent harness distributed under the MIT License on GitHub…...
Scaling RAG Systems: Production Architecture, Performance, and Cost Optimization
38+ min ago (1771+ words) The first three parts of this series covered why production RAG systems fail and how the quality of the data foundation directly affects everything that comes after it. We looked at document ingestion, parsing, chunking, and metadata design—the layers…...
Auditing Preference Biases and Fine-Tuning Language Models with Direct Preference Optimization on Anthropic HH-RLHF Using TRL and LoRA
27+ min ago (648+ words) This tutorial provides an end-to-end workflow for fine-tuning language models using Direct Preference Optimization (DPO). We demonstrate how to audit the Anthropic HH-RLHF dataset for structural and length-based biases, implement a robust training pipeline using TRL and LoRA, and evaluate…...
MiniMax Design Arrives: The Video Model Has Its Own Codex
29+ min ago (55+ words) After open-sourcing the MiniMax H3 video model in early August, MiniMax launched MiniMax Design, a full production workflow that turns H3's generation ability into one that can be continuously edited, collaborated on, and delivered. Described as a video model's Codex, it…...
OpenAI Embeddings: Beginner’s Guide to Semantic Search, Retrieval
1+ hour, 19+ min ago (731+ words) Embeddings represent text meaning as numerical vectors, enabling searches based on concepts rather than exact keywords. Traditional keyword search looks for matching words. Semantic search takes a different path. A search for 'how to reset a forgotten password' can find…...
AI Predicts Metal-Binding Sites in Proteins With High Speed and Accuracy
40+ min ago (250+ words) Now, researchers from Hokkaido University have developed a new, fast, and accurate way to predict these metal-binding sites. Their method, called PRIME (Probe-based Identification of Metal-binding sites), is described in Nature Communications and uses a deep-learning approach to solve this…...
UNIST team unifies scattered spacetime quantum information into a single state
7+ hour, 3+ min ago (432+ words) Korean researchers propose experimentally measurable theory integrating quantum events across time and space in Physical Review Letters Just as Einstein’s theory of relativity unifies time and space, Korean scientists have proposed a quantum mechanical theory that efficiently handles quantum information…...