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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
I ran local LLMs on GMKtec's EVO-X3 mini PC — but it's not plug-and-play
21+ min ago (1799+ words) The GMKtec EVO-X3 is a mini PC with a difference: firstly, it stands upright; the size is larger than most, the specs are impressive, and the price- well, that prices it out of most people's reach; however, this is a…...
AI vs Data Science vs Machine Learning: Which Skill Path Should You Choose?
8+ hour, 1+ min ago (976+ words) Artificial Intelligence, Data Science, and Machine Learning overlap but demand distinct skill sets and lead to different job roles. The same business problem, like customer churn, can require all three disciplines working at different stages. A structured decision framework helps…...
RL 2: The first physical and computational RL machines(1948–1954)
33+ min ago (841+ words) Blog 1 established the rules of learning from biology. This era asked the harder question: can we... Tagged with rl, ai, machinelearning, deeplearning....
ESP32-Based AI Pet Gets Sick If You Doomscroll, While Android Handles Local LLMs, STT, and TTS Offline
2+ day, 23+ hour ago (171+ words) Offline AI Meets Embedded Electronics This smart virtual pet combines an ESP32-S3 with an Android phone running local LLMs, speech recognition, and text-to-speech without cloud services. A creative example of how embedded hardware and on-device AI can work together while keeping…...
Intention distillation lifts robot success by 20 %
1+ hour, 21+ min ago (626+ words) Injecting a high‑level intent signal into vision‑language‑action pipelines produces a roughly twenty‑percentage‑point jump in robot success in simulation and a more modest several‑percentage‑point increase in real‑world experiments (with up to 12 pp gains…...
Fixing Fatal Process Aborts in TensorFlow Lookup Tables
1+ hour, 1+ min ago (199+ words) Few things in Python development are more disruptive than a sudden SIGABRT or core dumped error that crashes the entire Python interpreter. In managed environments, invalid inputs should raise catchable exceptions like ValueError or tf.errors.InvalidArgumentError. When a C…...
Flash Killed Pro: The Day DeepSeek Retired Its Own Flagship Model
1+ hour, 40+ min ago (1044+ words) By Nokka | September 12, 2026 September 14, 2026, 04:00 UTC is about to be a strange date in AI history. From that second onward, every request sent to deepseek-v4-pro gets routed to V4.1-Flash instead. That will continue until V4.1-Pro ships [1]. Put plainly: DeepSeek is…...
Most AI products forget. Cogweald is designed to remember.
2+ hour, 1+ min ago (119+ words) Many AI demos feel intelligent until you ask the same question the next day. The problem is often not the model. The product simply has no durable world state. The conversation ends, the memory ends with it, and the next…...
Modeling Data Distributions: The Core Idea Behind Generative Models
2+ hour, 14+ min ago (948+ words) A generative model is not trying to memorize a dataset. Its real target is the probability structure that could have produced the observed data. That distinction is the foundation of distribution modeling: we can observe finite samples, but we do…...
AI: the genie out of the bottle
2+ hour, 50+ min ago (505+ words) New York has just opened a debate that Chile should not evade. Its mayor, Zohran Mamdani, established a one-year moratorium on the direct use of generative artificial intelligence for nearly 600,000 students in public schools, from prekindergarten through eighth grade. This…...