Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications Sandeep Singh AWS Machine Learning Blog

[[{“value”:” Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries… Read More »Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications Sandeep Singh AWS Machine Learning Blog

This AI Paper from the National University of Singapore Introduces a Defense Against Adversarial Attacks on LLMs Utilizing Self-Evaluation Mohammad Asjad Artificial Intelligence Category – MarkTechPost

[[{“value”:” Ensuring the safety of Large Language Models (LLMs) has become a pressing concern in the ocean of a huge number of existing LLMs serving multiple domains. Despite the implementation of training methods like Reinforcement Learning from Human Feedback (RLHF) and the development of inference-time… Read More »This AI Paper from the National University of Singapore Introduces a Defense Against Adversarial Attacks on LLMs Utilizing Self-Evaluation Mohammad Asjad Artificial Intelligence Category – MarkTechPost

[[{“value”:” SenseTime, a leading AI company from China, has unveiled its latest advancement, the SenseNova 5.5, at the 2024 World Artificial Intelligence Conference & High-Level Meeting on Global AI Governance. The release emphasizes SenseTime’s commitment to innovation and practical application in various industries. The SenseNova… Read More »SenseTime Unveiled SenseNova 5.5: Setting a New Benchmark to Rival GPT-4o in 5 Out of 8 Key Metrics Asif Razzaq Artificial Intelligence Category – MarkTechPost

[[{“value”:” Today, we’re excited to introduce two powerful new features for Amazon Bedrock: Prompt Management and Prompt Flows, in public preview. These features are designed to accelerate the development, testing, and deployment of generative artificial intelligence (AI) applications, enabling developers and business users to create… Read More »Streamline generative AI development in Amazon Bedrock with Prompt Management and Prompt Flows (preview) Antonio Rodriguez AWS Machine Learning Blog

[[{“value”:” Imagine this—all employees relying on generative artificial intelligence (AI) to get their work done faster, every task becoming less mundane and more innovative, and every application providing a more useful, personal, and engaging experience. To realize this future, organizations need more than a single,… Read More »Empowering everyone with GenAI to rapidly build, customize, and deploy apps securely: Highlights from the AWS New York Summit Swami Sivasubramanian AWS Machine Learning Blog

[[{“value”:” Responsible AI is a longstanding commitment at Amazon. From the outset, we have prioritized responsible AI innovation by embedding safety, fairness, robustness, security, and privacy into our development processes and educating our employees. We strive to make our customers’ lives better while also establishing… Read More »A progress update on our commitment to safe, responsible generative AI Vasi Philomin AWS Machine Learning Blog

[[{“value”:” A major step forward in mathematical reasoning is the use of computer-verifiable formal languages such as Lean to prove mathematical theorems. These formal languages make it possible to rigorously verify proofs, guaranteeing accuracy and consistency in mathematical outcomes. Using Large Language Models (LLMs) trained… Read More »TheoremLlama: An End-To-End Framework to Train a General-Purpose Large Language Model to Become a Lean4 Expert Tanya Malhotra Artificial Intelligence Category – MarkTechPost

[[{“value”:” Frontier large language models (LLMs) like Anthropic Claude on Amazon Bedrock are trained on vast amounts of data, allowing Anthropic Claude to understand and generate human-like text. Fine-tuning Anthropic Claude 3 Haiku on proprietary datasets can provide optimal performance on specific domains or tasks.… Read More »Fine-tune Anthropic’s Claude 3 Haiku in Amazon Bedrock to boost model accuracy and quality Yanyan Zhang AWS Machine Learning Blog

[[{“value”:” Reinforcement Learning (RL) is a type of machine learning. It trains an agent to make decisions by interacting with an environment. This article covers the basic concepts of RL. These include states, actions, rewards, policies, and the Markov Decision Process (MDP). By the end,… Read More »Principles of Reinforcement Learning: An Introduction with Python Jayita Gulati MachineLearningMastery.com

[[{“value”:” The world’s cultural heritage faces mounting peril from escalating conflicts and natural disasters, jeopardizing ancient sites and artifacts worldwide. Wars, earthquakes, and floods pose existential threats, imperiling invaluable pieces of history. Urgent action is needed to protect these sites. Artificial intelligence (AI) presents a… Read More »Future-Proofing the Past: AI’s Role in Protecting Cultural Legacies Mahmoud Ghorbel Artificial Intelligence Category – MarkTechPost