​[[{“value”:” The advent of LLMs has propelled advancements in AI for decades. One such advanced application of LLMs is Agents, which replicate human reasoning remarkably. An agent is a system that can perform complicated tasks by following a reasoning process similar to humans: think (solution… Read More »Four Cutting-Edge Methods for Evaluating AI Agents and Enhancing LLM Performance Adeeba Alam Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Image and video generation has undergone a remarkable transformation, evolving from a seemingly impossible challenge to a task nearly solved by commercial tools like Stable Diffusion and Sora. This progress is largely driven by Multihead Attention (MHA) in transformer architectures, which excel in scaling… Read More »Polynomial Mixer (PoM): Overcoming Computational Bottlenecks in Image and Video Generation Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multimodal language models (LMMs) are a transformative technology that blends natural language processing with visual data interpretation. Their applications extend to multilingual virtual assistants, cross-cultural information retrieval, and content understanding. By combining linguistic comprehension and image analysis, LMMs promise enhanced accessibility to digital tools,… Read More »All Languages Matter Benchmark (ALM-bench): A Comprehensive Evaluation Framework to Enhance Multimodal Language Models for Cultural Inclusivity and Linguistic Diversity Across 100 Global Languages Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Transformer-based Large Language Models (LLMs) face significant challenges in efficiently processing long sequences due to the quadratic complexity of the self-attention mechanism. This will increase their computational and memory demands exponentially with sequence length, so scaling up these models to realistic applications like multi-document… Read More »NVIDIA AI Research Unveils ‘Star Attention’: A Novel AI Algorithm for Efficient LLM Long-Context Inference Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Generative drug design offers a transformative approach to developing compounds that target pathogenic proteins, enabling exploration within the vast chemical space and fostering the discovery of novel therapeutic agents. Unlike traditional methods, such as high-throughput or virtual screening that rely on predefined molecular libraries… Read More »TamGen: A Generative AI Framework for Target-Based Drug Discovery and Antibiotic Development Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In today’s world, you’ve probably heard the term “Machine Learning” more than once. It’s a big topic, and if you’re new to it, all the technical words might feel confusing. Let’s start with the basics and make it easy to understand. Machine Learning, a… Read More »10 Types of Machine learning Algorithms and Their Use Cases Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Salesforce, a leading player in cloud-based software and customer relationship management (CRM), has made substantial progress integrating artificial intelligence into its ecosystem. From tools that enhance developer productivity to autonomous agents revolutionizing business processes, Salesforce’s recent developments demonstrate its commitment to leveraging AI for… Read More »Salesforce’s AI Advancements: Redefining Business and Developer Productivity Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Despite significant progress in artificial intelligence, current models continue to face notable challenges in advanced reasoning. Contemporary models, including sophisticated large language models such as GPT-4, often struggle to effectively manage complex mathematical problems, intricate coding tasks, and nuanced logical reasoning. These models exhibit… Read More »Alibaba’s Qwen Team Releases QwQ-32B-Preview: An Open Model Comprising 32 Billion Parameters Specifically Designed to Tackle Advanced Reasoning Tasks Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Enterprises are facing challenges in accessing their data assets scattered across various sources because of increasing complexities in managing vast amount of data. Traditional search methods often fail to provide comprehensive and contextual results, particularly for unstructured data or complex queries. Search solutions in… Read More »Search enterprise data assets using LLMs backed by knowledge graphs Surendiran Rangaraj AWS Machine Learning Blog

​[[{“value”:” Generative AI continues to transform numerous industries and activities, with one such application being the enhancement of chess, a traditional human game, with sophisticated AI and large language models (LLMs). Using the Custom Model Import feature in Amazon Bedrock, you can now create engaging… Read More »Embodied AI Chess with Amazon Bedrock Dwaragha Sivalingam AWS Machine Learning Blog