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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
Deep recurrent models are less robustly CoT-monitorable than normal CoT models in a toy setting — LessWrong
26+ min ago (933+ words) We use RL to teach a deep recurrent model and a normal CoT model to solve a math problem while hiding from a CoT monitor which of two possible proble…...
How to Run GGUF Models Locally: Ollama, llama.cpp & vLLM
1+ hour, 22+ min ago (362+ words) Two things matter about a GGUF file's name: Yes — GGUF is Ollama's native format, and since 2024 it can pull one straight off Hugging Face without you ever touching a file: Already downloaded a.gguf file yourself? Point a Modelfile at…...
United Group Launches AI-Driven EON 3.0 Entertainment Platform Across Southeast Europe
3+ hour, 47+ min ago (96+ words) ...
An interview with OpenAI researcher Noam Brown about multi-agent systems, AI solving the Navier-Stokes problem, the internal/external model gap, and more
1+ hour, 43+ min ago (12+ words) Top news and commentary for technology's leaders, from all around the web....
Anthropic flags AI systems self-improvement; bats for greater transparency in development of models
2+ hour, 7+ min ago (308+ words) California [US], September 18 (ANI): AI frontier lab Anthropic has pitched for greater transparency in the development of AI models. In a blog post the company said that AI systems are becoming exponentially more powerful and have begun to automate more…...
Hidden Knowledge? Arrr... — LessWrong
2+ hour, 29+ min ago (210+ words) I tried to find hidden facts with R-Lens. [1] Then I tried the wrong facts. …...
Your Health Data Stays on Your Phone: Building a Private Health AI with Llama-3 and MLX-Swift
2+ hour, 49+ min ago (313+ words) Hey there, privacy-conscious devs! 🚀 Ever felt a bit "creepy" sending your most intimate health data—heart rate, sleep cycles, and activity levels—to a distant cloud server just to get some AI insights? You aren't alone. The beauty of this…...
Beyond Autoregression: Engineering the Next Wave of AI Code Generation with Diffusion Models
3+ hour, 9+ min ago (435+ words) Implementing a code-diffusion model is not as simple as training a new Transformer. It requires significant architectural modifications to handle the unique characteristics of discrete data and the specific demands of code. Building a code-diffusion model presents a unique set…...
What is (and isn’t) gained by avoiding architectures with high opaque serial depth? — LessWrong
3+ hour, 21+ min ago (1471+ words) Here, we’ve given an operationalization of opaque serial depth, a metric designed to be a good (albeit imperfect) proxy for the amount of opaque serial cognition that models can perform. While maintaining low opaque serial depth is helpful for preserving…...
LLM - Day 5 - RAG a Intro
3+ hour, 22+ min ago (19+ words) Retrievel Augment Generation 3 different Topics when we need RAG? You have Private Data... Tagged with rag, letslearnrag, ragintamil....