​[[{“value”:” Deep reinforcement learning (DRL) faces a critical challenge due to the instability caused by “churn” during training. Churn refers to unpredictable changes in the output of neural networks for states that are not included in the training batch. This problem is particularly troublesome in… Read More »Is Unchecked Churn Holding Back Your AI Performance? This AI Paper Unveils CHAIN: Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The Qwen team from Alibaba has recently made waves in the AI/ML community by releasing their latest series of large language models (LLMs), Qwen2.5. These models have taken the AI landscape by storm, boasting significant capabilities, benchmarks, and scalability upgrades. From 0.5 billion to… Read More »Qwen 2.5 Models Released: Featuring Qwen2.5, Qwen2.5-Coder, and Qwen2.5-Math with 72B Parameters and 128K Context Support Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Electronic Health Records (EHRs) present a wealth of information, combining structured tabular data and unstructured clinical notes. This valuable resource forms the foundation for training clinical decision support systems and automating diagnosis and treatment planning processes. While large language models (LLMs) can utilize unstructured… Read More »SynSUM: A Synthetic Benchmark for Integrating Clinical Notes with Structured Data Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The field of spoken dialogue systems has evolved significantly over the years, moving beyond simple voice-based interfaces to complex models capable of sustaining real-time conversations. Early systems such as Siri, Alexa, and Google Assistant pioneered voice-activated interactions, allowing users to trigger specific actions through… Read More »Kyutai Open Sources Moshi: A Breakthrough Full-Duplex Real-Time Dialogue System that Revolutionizes Human-like Conversations with Unmatched Latency and Speech Quality Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Data-Free Knowledge Distillation (DFKD) methods transfer knowledge from teacher to student models without real data, using synthetic data generation. Non-adversarial approaches employ heuristics to create data resembling the original, while adversarial methods utilize adversarial learning to explore distribution spaces. One-Shot Federated Learning (FL) addresses… Read More »DFDG: Enhancing One-Shot Federated Learning with Data-Free Dual Generators for Improved Model Performance and Reduced Data Overlap Shoaib Nazir Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Collaborative perception has become a critical area of research in autonomous driving and robotics. In these fields, agents—such as vehicles or robots—must work together to understand their environment more accurately and efficiently. By sharing sensory data among multiple agents, the accuracy and depth of… Read More »CollaMamba: A Resource-Efficient Framework for Collaborative Perception in Autonomous Systems Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have demonstrated impressive performance in tasks like Natural Language Processing, generation, and text synthesis. However, they still encounter major difficulties in more complicated circumstances. These are assignments that call for using tools to solve problems, dealing with structured data, or… Read More »Source2Synth: A New AI Technique for Synthetic Data Generation and Curation Grounded in Real Data Sources Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Mistral AI recently announced the release of Mistral-Small-Instruct-2409, a new open-source large language model (LLM) designed to address critical challenges in artificial intelligence research and application. This development has generated significant excitement in the AI community, as it promises to enhance the performance of… Read More »Mistral AI Released Mistral-Small-Instruct-2409: A Game-Changing Open-Source Language Model Empowering Versatile AI Applications with Unmatched Efficiency and Accessibility Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the field of technology and creative design, logo design and creation has adapted and evolved at a rapid pace. From the hieroglyphs of ancient Egypt to the sleek minimalism of today’s tech giants, the visual identities that define our favorite brands have undergone… Read More »Revolutionize logo design creation with Amazon Bedrock: Embracing generative art, dynamic logos, and AI collaboration Pyone Thant Win AWS Machine Learning Blog

​[[{“value”:” Personalization has become a cornerstone of delivering tangible benefits to businesses and their customers. Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. This post presents an automated… Read More »Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows Burak Gozluklu AWS Machine Learning Blog