​[[{“value”:” Omni-modality language models (OLMs) are a rapidly advancing area of AI that enables understanding and reasoning across multiple data types, including text, audio, video, and images. These models aim to simulate human-like comprehension by processing diverse inputs simultaneously, making them highly useful in complex,… Read More »Google DeepMind Introduces Omni×R: A Comprehensive Evaluation Framework for Benchmarking Reasoning Capabilities of Omni-Modality Language Models Across Text, Audio, Image, and Video Inputs Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) have revolutionized how machines process and generate human language, but their ability to reason effectively across diverse tasks remains a significant challenge. Researchers in AI are working to enable these models to perform not just language understanding but also complex… Read More »Salesforce AI Introduces ReGenesis: A Novel AI Approach to Improving Large Language Model Reasoning Capabilities Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have gained significant traction in recent years, with fine-tuning pre-trained models for specific tasks becoming a common practice. However, this approach needs help in resource efficiency when deploying separate models for each task. The growing demand for multitask learning solutions… Read More »Model Kinship: The Degree of Similarity or Relatedness between LLMs, Analogous to Biological Evolution Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multimodal AI models are powerful tools capable of both understanding and generating visual content. However, existing approaches often use a single visual encoder for both tasks, which leads to suboptimal performance due to the fundamentally different requirements of understanding and generation. Understanding requires high-level… Read More »DeepSeek AI Releases Janus: A 1.3B Multimodal Model with Image Generation Capabilities Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“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