​ Generative artificial intelligence (generative AI) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. However, these models require massive amounts of clean, structured training data to reach their full potential. Most real-world data exists in unstructured formats like PDFs, which… Read More »Simplify data prep for generative AI with Amazon SageMaker Data Wrangler Ajjay Govindaram AWS Machine Learning Blog

​ Large Language Models (LLMs) have recently gained a lot of appreciation from the Artificial Intelligence (AI) community. These models have remarkable capabilities and excel in fields ranging from coding, mathematics, and law to even comprehending human intentions and emotions. Based on the fundamentals of… Read More »Unveiling the Frontiers of Scientific Discovery with GPT-4: A Comprehensive Evaluation Across Multiple Disciplines for Large Language Models Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ This post is co-authored by Daryl Martis, Director of Product, Salesforce Einstein AI. This is the third post in a series discussing the integration of Salesforce Data Cloud and Amazon SageMaker. In Part 1 and Part 2, we show how the Salesforce Data Cloud… Read More »Democratize ML on Salesforce Data Cloud with no-code Amazon SageMaker Canvas Daryl Martis AWS Machine Learning Blog

​ LLMs (Large Language Models) are trained on vast volumes of textual data to comprehend and produce language similar to that of humans. The GPT-3, GPT-4, and PaLM-2 are few examples. These models perform complex language tasks, including text generation, conversational interaction, and question answering.… Read More »Microsoft Releases Orca 2: Pioneering Advanced Reasoning in Smaller Language Models with Tailored Training Strategies Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ Artificial intelligence (AI) continues to transform how we do business and serve our customers. AWS offers a range of pre-trained AI services that provide ready-to-use intelligence for your applications. In this post, we explore the new AI service capabilities and how they are enhanced… Read More »AWS AI services enhanced with FM-powered capabilities Bratin Saha AWS Machine Learning Blog

​ Home Table of Contents A Brief Introduction to Do-Calculus Definitions Definition 1 Definition 2 The Rules of Do-Calculus Rule 1: Insertion/Deletion of Observation Rule 2: Action/Observation Exchange Rule 3: Insertion/Deletion of Action Summary References Citation Information A Brief Introduction to Do-Calculus This lesson is… Read More »A Brief Introduction to Do-Calculus Aritra Roy Gosthipaty and Ritwik Raha PyImageSearch

​ Smart contracts play a pivotal role in blockchain technology for the development of decentralized applications. The susceptibility of smart contracts to vulnerabilities poses a significant threat, leading to potential financial losses and system crashes. Traditional methods of detecting these vulnerabilities, such as static analysis… Read More »This AI Paper Introduces ‘Lightning Cat’: A Deep Learning Based Tool for Smart Contracts Vulnerabilities Detection  Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​ A team of researchers from ByteDance Research introduces PixelDance, a video generation approach that utilizes text and image instructions to create videos with diverse and intricate motions. Through this method, the researchers showcase the effectiveness of their system by synthesizing videos featuring complex scenes… Read More »ByteDance Introduces PixelDance: A Novel Video Generation Approach based on Diffusion Models that Incorporates Image Instructions with Text Instructions Sana Hassan Artificial Intelligence Category – MarkTechPost

​ Researchers from Peking University, Peng Cheng Laboratory, Peking University Shenzhen Graduate School, and Sun Yat-sen University introduce the Large Vision-Language Model (LVLM) approach, Video-LLaVA, unifying visual representation into the language feature space. Unlike existing methods that encode images and videos separately, Video-LLaVA achieves a… Read More »Researchers from China Introduce Video-LLaVA: A Simple but Powerful Large Visual-Language Baseline Model Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. As the demand for conversational AI continues to… Read More »Elevate your self-service assistants with new generative AI features in Amazon Lex Anuradha Durfee AWS Machine Learning Blog