​[[{“value”:” Reinforcement learning (RL) focuses on how agents can learn to make decisions by interacting with their environment. These agents aim to maximize cumulative rewards over time by using trial and error. This field is particularly challenging due to the need for large amounts of… Read More »Google DeepMind Researchers Introduce Diffusion Augmented Agents: A Machine Learning Framework for Efficient Exploration and Transfer Learning Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Ensuring data privacy and security during computational processes presents a significant challenge, particularly when using cloud services. Traditional encryption methods require data to be decrypted before processing, exposing it to potential risks. Homomorphic encryption offers a promising solution, allowing computations on encrypted data without… Read More »Apple Introduces Homomorphic Encryption via Swift: Revolutionizing Privacy-Preserving Cloud Computations Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” This is a guest post co-written with Vicente Cruz Mínguez, Head of Data and Advanced Analytics at Cepsa Química, and Marcos Fernández Díaz, Senior Data Scientist at Keepler. Generative artificial intelligence (AI) is rapidly emerging as a transformative force, poised to disrupt and reshape… Read More »Cepsa Química improves the efficiency and accuracy of product stewardship using Amazon Bedrock Vicente Cruz Mínguez AWS Machine Learning Blog

​[[{“value”:” GraphStorm is a low-code enterprise graph machine learning (GML) framework to build, train, and deploy graph ML solutions on complex enterprise-scale graphs in days instead of months. With GraphStorm, you can build solutions that directly take into account the structure of relationships or interactions… Read More »GraphStorm 0.3: Scalable, multi-task learning on graphs with user-friendly APIs Xiang Song AWS Machine Learning Blog

​[[{“value”:” This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Company earnings calls are crucial events that provide transparency into a company’s financial health and prospects. Earnings reports detail a firm’s financials over a specific period, including… Read More »Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock Sovik Nath AWS Machine Learning Blog

​[[{“value”:” Large Language Models (LLMs) have gained significant traction in various domains, revolutionizing applications from conversational agents to content generation. These models demonstrate exceptional capabilities in comprehending and producing human-like text, enabling sophisticated applications across diverse fields. However, the deployment of LLMs necessitates robust mechanisms… Read More »Google AI Introduces ShieldGemma: A Comprehensive Suite of LLM-based Safety Content Moderation Models Built on Gemma2 Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” LLMs have shown impressive abilities in handling complex question-answering tasks, supported by advancements in model architectures and training methods. Techniques like chain-of-thought (CoT) prompting have gained popularity for improving the explanation and accuracy of responses by guiding the model through intermediate reasoning steps. However,… Read More »Optimizing Large Language Models for Concise and Accurate Responses through Constrained Chain-of-Thought Prompting Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Model (LLM) agents are experiencing rapid diversification in their applications, ranging from customer service chatbots to code generation and robotics. This expanding scope has created a pressing need to adapt these agents to align with diverse user specifications, enabling highly personalized experiences… Read More »PersonaGym: A Dynamic AI Framework for Comprehensive Evaluation of LLM Persona Agents Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Hackers finding a way to mislead their AI into disclosing critical corporate or consumer data is the possible nightmare that looms over Fortune 500 company leaders as they create chatbots and other generative AI applications. Meet Lakera AI, a GenAI security company and cool… Read More »Meet Lakera AI: A Real-Time GenAI Security Company that Utilizes AI to Protect Enterprises from LLM Vulnerabilities Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost