​[[{“value”:” Maintaining the model’s capacity to manage changes in data distribution, i.e., the ability to function effectively even when presented with data that is different from what it was trained on, is essential when modifying a pre-trained foundation model for certain downstream tasks. Because retraining… Read More »DaWin: A Training-Free Dynamic Weight Interpolation Framework for Robust Adaptation Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Vision-Language Models (VLMs) struggle with spatial reasoning tasks like object localization, counting, and relational question-answering. This issue stems from Vision Transformers (ViTs) trained with image-level supervision, which often fail to encode localized information effectively, limiting spatial understanding. Researchers from Stanford University propose a novel… Read More »Researchers at Stanford University Propose Locality Alignment: A New Post-Training Stage for Vision Transformers ViTs Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Research on the robustness of LLMs to jailbreak attacks has mostly focused on chatbot applications, where users manipulate prompts to bypass safety measures. However, LLM agents, which utilize external tools and perform multi-step tasks, pose a greater misuse risk, especially in malicious contexts like… Read More »Assessing the Vulnerabilities of LLM Agents: The AgentHarm Benchmark for Robustness Against Jailbreak Attacks Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Model (LLM)–based online agents have significantly advanced in recent times, resulting in unique designs and new benchmarks that show notable improvements in autonomous web navigation and interaction. These advancements demonstrate how web agents can increasingly carry out intricate online tasks more accurately… Read More »IBM Researchers Introduce ST-WebAgentBench: A New AI Benchmark for Evaluating Safety and Trustworthiness in Web Agents Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The newly launched ChatGPT Windows app (beta version) by OpenAI aims to address several challenges and create a more streamlined user experience for individuals and businesses alike. One of the most significant issues it seeks to solve is the need for quick, seamless access… Read More »OpenAI Introduces ChatGPT Windows App Shobha Kakkar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Jina AI announced the release of their latest product, g.jina.ai, designed to tackle the growing problem of misinformation and hallucination in generative AI models. This innovative tool is part of their larger suite of applications to improve factual accuracy and grounding in AI-generated and… Read More »Jina AI Released g.jina.ai: A Powerful API for Strengthening Human Written Content with Grounded, Fact-Based Information from Real-Time Searches Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The PyTorch community has continuously been at the forefront of advancing machine learning frameworks to meet the growing needs of researchers, data scientists, and AI engineers worldwide. With the latest PyTorch 2.5 release, the team aims to address several challenges faced by the ML… Read More »PyTorch 2.5 Released: Advancing Machine Learning Efficiency and Scalability Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. During re:Invent 2023, we launched AWS HealthScribe, a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech… Read More »Using Amazon Q Business with AWS HealthScribe to gain insights from patient consultations Laura Salinas AWS Machine Learning Blog

​[[{“value”:” Amazon SageMaker Studio is the latest web-based experience for running end-to-end machine learning (ML) workflows. SageMaker Studio offers a suite of integrated development environments (IDEs), which includes JupyterLab, Code Editor, as well as RStudio. Data scientists and ML engineers can spin up SageMaker Studio… Read More »Use Amazon SageMaker Studio with a custom file system in Amazon EFS Irene Arroyo Delgado AWS Machine Learning Blog