Analytics Vidhya

SEPTEMBER 27, 2024

Introduction “AI agents will become the primary way we interact with computers in the future. They will be able to understand our needs and preferences, and proactively help us with tasks and decision making.” – Satya Nadella, CEO of Microsoft AI agents are everywhere and rightfully so! These agents operate with a higher level of […] The post 7 Steps to Build an AI Agent with No Code appeared first on Analytics Vidhya.

AI 270

AI AI Generative AI Artificial Intelligence 270

AI News

SEPTEMBER 27, 2024

Ahead of AI & Big Data Expo Europe, AI News caught up with Ivo Everts, Senior Solutions Architect at Databricks , to discuss several key developments set to shape the future of open-source AI and data governance. One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,

Large Language Models 267

Large Language Models Big Data Explainability ETL 267

Analytics Vidhya

SEPTEMBER 27, 2024

Introduction With the growing number of LLMs like GPT-4o, LLaMA, and Claude, along with many more emerging rapidly, businesses’ key question is how to choose the best one for their needs. This guide will provide a straightforward framework for selecting the most suitable LLM for your business requirements. It will cover crucial factors like cost, […] The post How to Pick the Right LLM for Your Business?

LLM 259

LLM Large Language Models Generative AI AI 259

AI News

SEPTEMBER 27, 2024

BMC Software’s director of solutions marketing, Basil Faruqui, discusses the importance of DataOps, data orchestration, and the role of AI in optimising complex workflow automation for business success. What have been the latest developments at BMC? It’s exciting times at BMC and particularly our Control-M product line, as we are continuing to help some of the largest companies around the world in automating and orchestrating business outcomes that are dependent on complex workflows.

AI Strategy 239

AI Strategy Automation Data Quality Big Data 239

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

Analytics Vidhya

SEPTEMBER 27, 2024

RAG is an abbreviation of Retrieval Augmented Generation. Let’s breakdown this term to get a clear overview of what RAG is: R -> Retrieval A -> Augmented G -> Generation So basically, the LLM that we use today is not up to the date. If I ask a question to a LLM let’s say ChatGPT, […] The post 5 Days Roadmap to Learn RAG appeared first on Analytics Vidhya.

LLM 262

LLM ChatGPT Generative AI AI 262

Analytics Vidhya

SEPTEMBER 27, 2024

Introduction “AI agents will become the primary way we interact with computers in the future. They will be able to understand our needs and preferences, and proactively help us with tasks and decision-making” Satya Nadella, CEO of Microsoft This vision is rapidly becoming a reality, and the driving force behind it is the evolution of […] The post Evolution of Agentic AI Design Patterns in LLM-Based Applications appeared first on Analytics Vidhya.

LLM 250

LLM AI AI Large Language Models 250

AssemblyAI

SEPTEMBER 27, 2024

In this article, you will learn how to integrate Speech-to-Text into Django applications. We’ll build a Django app step-by-step that allows users to upload and submit audio files for transcription. The app displays the transcription status and shows the text when the transcription is completed. Here’s a demo of the final app we’ll build: 0:00 / 0:06 1× Final Django Speech-to-Text app we’ll build (video is sped up) For the transcription step in this guide, we

Python 182

Python AI Modeling Chatbots AI 182

Unite.AI

SEPTEMBER 27, 2024

Ben Taylor is the Co-founder and CEO of Cassette Group , an immersive technology company specializing in training, education, and communication solutions for enterprises. The company utilizes 3D real-time technologies to deliver solutions through animation, immersive web technologies, VR, AR, and the metaverse. Cassette's solutions are business-focused, designed to integrate with client systems and improve outcomes while reducing costs compared to traditional methods.

Conversational AI 147

Conversational AI AI AI AI Tools 147

ML @ CMU

SEPTEMBER 27, 2024

Advances in generative models have made it possible for AI-generated text, code, and images to mirror human-generated content in many applications. Watermarking , a technique that embeds information in the output of a model to verify its source, aims to mitigate the misuse of such AI-generated content. Current state-of-the-art watermarking schemes embed watermarks by slightly perturbing probabilities of the LLM’s output tokens, which can be detected via statistical testing during verification.

LLM 131

LLM Computer Scientist Artificial Intelligence Artificial Intelligence 131

Advertisement

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Marktechpost

SEPTEMBER 27, 2024

As the volume of unstructured data grows in various fields, including healthcare, legal, and finance, the demand for efficient, accurate document processing solutions increases. Handling unstructured data is challenging due to its inherent lack of structure and consistency. Unlike structured data, which follows a predefined format (e.g., databases), unstructured data can vary widely in format, content, and organization.

LLM 125

LLM Natural Language Processing Large Language Models Automation 125

Towards AI

SEPTEMBER 27, 2024

Author(s): Chirag Agrawal Originally published on Towards AI. Photo by Alvaro Reyes on Unsplash Discover how Google’s Data Gemma leverages the Data Commons knowledge graph to tackle AI hallucinations. In this blog post, we’ll explore how Data Gemma aims to improve the factual accuracy of Large Language Models (LLMs), set up a Retrieval Augmented Generation (RAG) pipeline, test its capabilities, and compare it with other leading models.

LLM 111

LLM Large Language Models Python AI 111

Marktechpost

SEPTEMBER 27, 2024

Large language models (LLMs) have revolutionized the field of AI with their ability to generate human-like text and perform complex reasoning. However, despite their capabilities, LLMs need help with tasks requiring domain-specific knowledge, especially in healthcare, law, and finance. When trained on large datasets, these models often miss critical information from specialized domains, leading to hallucinations or inaccurate responses.

Categorization 121

Categorization Large Language Models LLM ML 121

AWS Machine Learning Blog

SEPTEMBER 27, 2024

This post is co-written with Andreas Astrom from Northpower. Northpower provides reliable and affordable electricity and fiber internet services to customers in the Northland region of New Zealand. As an electricity distributor, Northpower aims to improve access, opportunity, and prosperity for its communities by investing in infrastructure, developing new products and services, and giving back to shareholders.

Computer Vision 122

Computer Vision Automation Python ML 122

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

Marktechpost

SEPTEMBER 27, 2024

Voyage AI is proud to announce the release of its new generation of embedding models, Voyage-3 and Voyage-3-Lite. The Voyage-3 and Voyage-3-Lite models are designed to outperform existing industry standards in various domains, including technology, law, finance, multilingual applications, and long-context understanding. According to Voyage AI’s evaluations, Voyage-3 outperforms OpenAI’s V3 large model by an average of 7.55% across all tested domains, which include technical documentation, code,

OpenAI 119

OpenAI Software Development AI AI 119

AWS Machine Learning Blog

SEPTEMBER 27, 2024

The Anthropic’s Claude 3 family of models, available on Amazon Bedrock , offers multimodal capabilities that enable the processing of images and text. This capability opens up innovative avenues for image understanding, wherein Anthropic’s Claude 3 models can analyze visual information in conjunction with textual data, facilitating more comprehensive and contextual interpretations.

Metadata 121

Metadata Generative AI LLM Large Language Models 121

Marktechpost

SEPTEMBER 27, 2024

As artificial intelligence (AI) continues to advance, it increasingly generates creative works such as art, music, and inventions that challenge traditional notions of intellectual property (IP) ownership. This intersection between AI and IP raises fundamental questions about existing laws and their adaptability to these new realities. This article delves into three crucial research questions: How should existing intellectual property laws adapt to creations generated by AI?

AI 115

AI AI Artificial Intelligence Artificial Intelligence 115

NVIDIA

SEPTEMBER 27, 2024

NIO’s smart EV brand, ONVO, has unveiled the L60 flagship mid-size family SUV, built on the NVIDIA DRIVE Orin system-on-a-chip. Earlier this year, the automaker introduced the ONVO brand — which stands for On Voyage — to reinforce its commitment to bringing safer, smarter, and more enjoyable and affordable mobility solutions for the mainstream family market.

Automation 115

Automation AI AI Artificial Intelligence 115

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Marktechpost

SEPTEMBER 27, 2024

The Role of ChatGPT in Enhancing Tourist Decision-Making: A Study Based on Accessibility–Diagnosticity Theory: This study examines the influence of ChatGPT on tourist decision-making, focusing on the accessibility and diagnostic quality of its travel recommendations. By leveraging the Accessibility–Diagnosticity Theory (ADT), the analysis highlights ChatGPT’s ability to generate personalized, context-specific content for tourists.

ChatGPT 115

ChatGPT Chatbots ML AI 115

Towards AI

SEPTEMBER 27, 2024

Last Updated on September 27, 2024 by Editorial Team Author(s): Kamran Khan Originally published on Towards AI. 5 Areas Where AI Falls Short This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash AI, specifically big language models (LLMs), has changed how we interact with technology. The output is superb in almost every area.

LLM 111

LLM AI AI Data Science 111

Marktechpost

SEPTEMBER 27, 2024

The intersection of contract law, artificial intelligence (AI), and smart contracts tells a fascinating yet complex story. As technology takes on a more prominent role in transactions and decision-making, it raises crucial questions about how foundational legal concepts like offer, acceptance, and intent apply. With the growing use of AI, concerns regarding accountability, enforceability, and the potential for failure also come into play.

Automation 110

Automation AI AI Artificial Intelligence 110

Towards AI

SEPTEMBER 27, 2024

Author(s): Claire D. Costa Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Growtika on Unsplash Have you ever considered how artificial intelligence(AI) will shape our world in the near future? The rapid advancements in AI technology over the past few years have transformed numerous industries, and 2024 is poised to bring even more groundbreaking developments.

Natural Language Processing 104

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 104

Advertisement

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

Marktechpost

SEPTEMBER 27, 2024

Limitations in handling deceptive or fallacious reasoning have raised concerns about LLMs’ security and robustness. This issue is particularly significant in contexts where malicious users could exploit these models to generate harmful content. Researchers are now focusing on understanding these vulnerabilities and finding ways to strengthen LLMs against potential attacks.

Large Language Models 111

Large Language Models AI AI OpenAI 111

Towards AI

SEPTEMBER 27, 2024

Author(s): Claire D. Costa Originally published on Towards AI. Explore the top 19 generative AI use cases transforming industries. This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash Generative AI is changing how industries work, offering new and exciting ways to solve different problems. From making stunning visuals to improving product manufacturing, generative AI use cases show how generative AI is helping businesses become more creative,

Generative AI 106

Generative AI Software Development AI AI 106

Marktechpost

SEPTEMBER 27, 2024

Foundation models have emerged as transformative digital technologies, introducing new capabilities and risks that have captured unprecedented public attention. However, the current foundation model ecosystem lacks transparency, mirroring issues faced by earlier digital technologies like social media platforms. The 2023 Foundation Model Transparency Index revealed that major developers scored an average of only 37 out of 100 points for transparency.

AI 103

AI AI ML Artificial Intelligence 103

Towards AI

SEPTEMBER 27, 2024

Last Updated on September 29, 2024 by Editorial Team Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by David Becker on Unsplash To better understand what convolution is, it is needful to know why dense neural networks (DNN) don’t work well for images. If you trained a DNN and a CNN (convolutional neural network), you are bound to get higher accuracy and lower loss on the CNN model compared to the DNN model.

Convolutional Neural Networks 100

Convolutional Neural Networks Neural Network AI AI 100

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Generative AI

Marktechpost

SEPTEMBER 27, 2024

PyTorch has officially launched torchao , a comprehensive native library designed to optimize PyTorch models for better performance and efficiency. The launch of this library is a milestone in deep learning model optimization, providing users with an accessible toolkit that leverages advanced techniques such as low-bit types, quantization, and sparsity.

Deep Learning 105

Deep Learning Machine Learning Algorithm Generative AI 105

Extreme Tech

SEPTEMBER 27, 2024

The Control Panel has been part of Windows since 1985, making it nearly 40 years old—and even the 'new' Settings app was introduced in 2012 with Windows 8.

111

111

Microsoft AI

SEPTEMBER 27, 2024

To truly harness the power of generative AI, customization is key. In this blog, we share the latest customization updates on Microsoft Azure AI. Learn more.

Generative AI 104

Generative AI AI AI 104