​[[{“value”:” Open-source MLLMs exhibit considerable promise across diverse tasks by integrating visual encoders with language models. However, their reasoning abilities could be improved, largely due to existing instruction-tuning datasets often repurposed from academic resources like VQA and AI2D. These datasets focus on simplistic tasks with… Read More »MAmmoTH-VL-Instruct: Advancing Open-Source Multimodal Reasoning with Scalable Dataset Construction Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” DeepSeek AI has made significant progress in advancing artificial intelligence, particularly in areas like reasoning, mathematics, and coding. Earlier versions of its models achieved notable success in tackling mathematical and reasoning tasks, but there was room to improve their consistency across a broader range… Read More »DeepSeek AI Just Released DeepSeek-V2.5-1210: The Updated Version of DeepSeek-V2.5 with Significant Performance Boosts in Mathematics, Coding, Writing, and Reasoning Tasks Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial intelligence, once the realm of science fiction, claimed its place at the pinnacle of scientific achievement Monday in Sweden. In a historic ceremony at Stockholm’s iconic Konserthuset, John Hopfield and Geoffrey Hinton received the Nobel Prize in Physics for their pioneering work on… Read More »AI Pioneers Win Nobel Prizes for Physics and Chemistry Brian Caulfield – Archives Page 1 | NVIDIA Blog

​[[{“value”:” Today, we are excited to announce that Pixtral 12B (pixtral-12b-2409), a state-of-the-art vision language model (VLM) from Mistral AI that excels in both text-only and multimodal tasks, is available for customers through Amazon SageMaker JumpStart. You can try this model with SageMaker JumpStart, a… Read More »Pixtral 12B is now available on Amazon SageMaker JumpStart Preston Tuggle AWS Machine Learning Blog

​[[{“value”:” Neural networks (NNs) remarkably transform high-dimensional data into compact, lower-dimensional latent spaces. While researchers traditionally focus on model outputs like classification or generation, understanding the internal representation geometry has emerged as a critical area of investigation. These internal representations offer profound insights into neural… Read More »Latent Functional Maps: A Robust Machine Learning Framework for Analyzing Neural Network Representations Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Transformers have been the foundation of large language models (LLMs), and recently, their application has expanded to search problems in graphs, a foundational domain in computational logic, planning, and AI. Graph search is integral to solving tasks requiring systematically exploring nodes and edges to… Read More »Do Transformers Truly Understand Search? A Deep Dive into Their Limitations Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In this series, we share two approaches to gain insights on multimodal data like text, images, and charts. In Part 1, we presented an “embed first, infer later” solution that uses the Amazon Titan Multimodal Embeddings foundation model (FM) to convert individual slides from… Read More »Talk to your slide deck using multimodal foundation models on Amazon Bedrock – Part 3 Archana Inapudi AWS Machine Learning Blog

​In an industry as competitive as machine learning (ML), job position candidates need a well-structured portfolio and access to all the avenues to gain industry exposure. In an industry as competitive as machine learning (ML), job position candidates need a well-structured portfolio and access to all… Read More »The Ultimate Guide to Building a Machine Learning Portfolio That Lands Jobs Jayita Gulati MachineLearningMastery.com

​[[{“value”:” Amazon Q Business is a generative AI-powered assistant that enhances employee productivity by solving problems, generating content, and providing insights across enterprise data sources. Beyond searching indexed third-party services, employees need access to dynamic, near real-time data such as stock prices, vacation balances, and… Read More »Automate actions across enterprise applications using Amazon Q Business plugins Abhishek Maligehalli Shivalingaiah AWS Machine Learning Blog