The Mathematics Search Engine

43+ min ago   (99+ words) Understanding the Context Gap and why context is the new evidence The importance of temporal identity context, behavioral context, and document context to reconstruct "who knew what and when" Defining Context-Aware eDiscovery and illustrating what it looks like in practice…...

50+ min ago   (353+ words) Model interpretability was then examined using SHAP-based analysis, a technique that clarifies how predictions are made, addressing a key barrier to clinical implementation of machine learning models. This work establishes a clear link between specific clinical features and predicted risk,…...

56+ min ago   (51+ words) Sabrina Ortiz / The Deep View: Mistral debuts Voxtral Transcribe 2, a family of speech-to-text models with speaker diarization and ultra-low latency, under the Apache 2.0 open-weight license This is a Techmeme archive page. It shows how the site appeared at 10:15 AM ET,…...

58+ min ago   (501+ words) However, these methods suffer from a "Semantic Gap" due to a lack of texture detail, hindering accurate identification of fine-grained behaviours? Event Cameras were also investigated, but recent research indicates that event streams are not entirely secure and can be…...

1+ hour, 6+ min ago   (523+ words) Using artificial intelligence (AI) increases scientists" productivity and impact but collectively leads to a shrinking of research focus. That is according to an analysis of more than 41 million research papers by scientist in China and the US, which finds that…...

1+ hour, 22+ min ago   (709+ words) Researchers have developed a new artificial intelligence model, MeshGraphNet-T, which accurately and efficiently simulates complex physical impacts on detailed 3D objects by directly modelling long-range interactions, unlike previous methods struggling with large, high-resolution simulations. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-36-23.jpg Researchers are tackling the challenge of…...

1+ hour, 35+ min ago   (368+ words) Home " Social - Facebook " Beyond the Chatbot: Why NIST is Rewriting the Rules for Autonomous AI The chatbot era has ended. For two years, we've interacted with digital assistants that summarize emails and suggest recipes, but the National Institute of Standards…...

1+ hour, 36+ min ago   (265+ words) Contextual Recall measures the semantic completeness of your retrieval system. It is calculated by first generating a list of claims or statements from the Expected Output (Ground Truth) of the RAG system. Using an LLM (typically the same model used…...

1+ hour, 53+ min ago   (227+ words) Scientists developed a Symbol-Invariant Transformer architecture to address the challenge of handling interchangeable tokens in neural networks. The study pioneered a method for achieving exact invariance to renaming of these tokens, a common issue in symbolic reasoning tasks such as…...

1+ hour, 59+ min ago   (689+ words) Researchers have developed a neural network that accurately recreates spatial audio from microphone arrays, even with complex real-world setups, by learning from directional sound characteristics rather than simply relying on microphone positions. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-31-27.jpg Researchers are tackling the limitations of current…...