Mon.Oct 30, 2023

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Training LLMs at Scale with AMD MI250 GPUs

databricks

Introduction Four months ago, we shared how AMD had emerged as a capable platform for generative AI and demonstrated how to easily and.

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Mastering AI Optimization and Deployment with Intel’s OpenVINO Toolkit

Analytics Vidhya

Introduction We talk about AI almost daily due to its growing impact in replacing humans’ manual work. Building AI-enabled software has rapidly grown in a brief time. Enterprises and businesses believe in integrating reliable and responsible AI in their application to generate more revenue. The most challenging part of integrating AI into an application is […] The post Mastering AI Optimization and Deployment with Intel’s OpenVINO Toolkit appeared first on Analytics Vidhya.

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Data Warehouses vs. Data Lakes vs. Data Marts: Need Help Deciding?

KDnuggets

A comparative overview of data warehouses, data lakes, and data marts to help you make informed decisions on data storage solutions for your data architecture.

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The Ultimate Guide to AI Voice Generators for 2023 Edition

Analytics Vidhya

Introduction The introduction of artificial intelligence (AI) has resulted in ground-breaking advances in several different industries. The emergence of AI speech generators, which can produce realistic, synthesized human voices, is one example of how far AI has come in imitating human conduct. They depend on deep learning algorithms trained on significant datasets of previously recorded […] The post The Ultimate Guide to AI Voice Generators for 2023 Edition appeared first on Analytics Vid

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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The Race To Contain Software Containers

Adrian Bridgwater for Forbes

Containers are lightweight packages of your application code with specific versions of programming language runtimes and libraries required to run your software services.

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Big Book of MLOps Updated for Generative AI

databricks

Last year, we published the Big Book of MLOps, outlining guiding principles, design considerations, and reference architectures for Machine Learning Operations (MLOps). Since.

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Kickstart Your Business to the Next Level with AI Inferencing

insideBIGDATA

The need to accelerate AI initiatives is real and widespread across all industries. The ability to integrate and deploy AI inferencing with pre-trained models can reduce development time with scalable secure solutions that would revolutionize how easily you can capture, store, analyze, and use data to be more competitive.

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Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models

KDnuggets

Thought Propagation is a prompt engineering technique that instructs LLMs to identify and tackle a series of problems that are similar to the original query, and then use the solutions to these similar problems to either directly generate a new answer or formulate a detailed action plan that refines the original solution.

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NASCO data breach exposes 800k users

Dataconomy

A major breach has hit users again. The NASCO data breach affected about 800,000 users, a crucial player in healthcare tech. This security breach happened due to a cyberattack on files stored on their MOVEit servers. NASCO, which handles benefits administration for Blue Cross and Blue Shield health insurance customers, fell victim to this attack on their MOVEit Transfer software.

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Brain Mysteries Deciphered through AI's Self-Learning Models - Neuroscience News

Flipboard

By training neural networks using this machine learning technique, they observed patterns echoing those in mammalian brains.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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@Highlight Facebook feature: Elevate your social media game

Dataconomy

Do you know what the @Highlight Facebook feature is? If you want to boost your online presence, keep reading and exploring this hidden social media gem. Your Facebook posts are a canvas for self-expression, but in the sea of updates, how can you ensure that your most essential moments and messages receive the attention they truly deserve? The answer lies in a powerful yet often overlooked feature: @Highlight.

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White House drops an AI regulation bombshell: 10 new mandates that'll shake up the industry

Flipboard

Open AI, Google, Microsoft, and other prominent AI players must answer to the new AI legislation. The White House just announced a thunderous executive order tackling AI regulation.

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DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues

Machine Learning Research at Apple

*=Equal Contributors Controversy is a reflection of our zeitgeist, and an important aspect to any discourse. The rise of large language models (LLMs) as conversational systems has increased public reliance on these systems for answers to their various questions. Consequently, it is crucial to systematically examine how these models respond to questions that pertaining to ongoing debates.

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Biden issues sweeping executive order on AI

Flipboard

President Biden issued a highly anticipated, sweeping executive order on artificial intelligence (AI) on Monday, focused on seizing on the emerging technology and managing its risks. The order includes several new actions, which focus on areas like safety, privacy, protecting workers, and protecting innovation.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Gamesprite data breach revealed after 4 years

Dataconomy

The Gamesprite data breach has been revealed on social media and Have I Been Pwned and according to the information, over six million unique email addresses were exposed. Here are all the details! The gaming world faced a jolt as details of a data breach on the now-defunct GameSprite platform from December 2019 have surfaced after a long silence. This breach uncovered four years later, compromised the personal information of over 6 million users.

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The Mega Trends That Will Shape Our Future World

Flipboard

Picture this: The year is 2040. You’ve just disembarked from a hypersonic flight from New York to London, a mere two-hour journey, and then take an air urban mobility “drone” to beat London’s rush hour traffic to be home in 20 minutes.

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Use AWS PrivateLink to set up private access to Amazon Bedrock

AWS Machine Learning Blog

Amazon Bedrock is a fully managed service provided by AWS that offers developers access to foundation models (FMs) and the tools to customize them for specific applications. It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. You can choose from various FMs from Amazon and leading AI startups such as AI21 Labs, Anthropic, Cohere, and Stability AI to find the model that’s best suited for your use case.

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Biden executive order imposes new rules for AI. Here's what they are.

Flipboard

Move aims to protect against AI use for devastating weapons or cyberattacks.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Why quitting your job might be the best decision you’ve ever made

Cassie Kozyrkov

Advice for those who are afraid of leaping into the unknown Continue reading on Medium »

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Google’s Pixel phones are in trouble

Flipboard

Google's Pixel phones are great, especially the new Pixel 8 and Pixel 8 Pro. But they're also facing serious problems that are hard to overlook.

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How to create an AI meme with ChatGPT?

Dataconomy

Oh, the ol-internet, where “Rickrolling” was the ultimate prank, a new contender has swaggered into the limelight: the AI memes. Imagine crafting the perfect meme, not by endlessly scrolling through templates, but by simply typing a description. With the combined genius of ChatGPT and DALL-E 3. AI meme creation on ChatGPT Plus: Step by step Below, we provide a clear step-by-step guide to help you navigate this new AI meme-making process.

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Google's AI can now solve word problems you paste into the search bar

Flipboard

• Google's new features in Search and Lens make it easier for users to visualize STEM concepts and solve complex equations.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Inside LlaVA: The First Open Source GPT-4V Alternative

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. The model outperforms GPT-4 in several visual instruction tasks. Image Credit: [link] I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read.

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ChatGPT Plus gets big upgrade that makes it more powerful and easier to use

Flipboard

Thanks to a fresh new beta, ChatGPT Plus users are able to automatically switch modes and upload files to help the chatbot generate even better content.

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Preliminary Thoughts on the White House Executive Order on AI

O'Reilly Media

Disclaimer: Based on the announcement of the EO , without having seen the full text. While I am heartened to hear that the Executive Order on AI uses the Defense Production Act to compel disclosure of various data from the development of large AI models, these disclosures do not go far enough. The EO seems to be requiring only data on the procedures and results of “Red Teaming” (i.e. adversarial testing to determine a model’s flaws and weak points), and not a wider range of inf

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ChatGPT can now analyze files you upload to it without a plugin

Flipboard

According to new reports, OpenAI has begun rolling out a more streamlined approach to how people use ChatGPT.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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The Future of the Automotive Industry Might be Talking Cars

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Ignacio de Gregorio Originally published on Towards AI. Is Wayve’s Lingo-1 paving the way? In the near future, you might be able to speak with your car. Huh? Allow me to explain. One of the coolest, if not the coolest, applications of AI is autonomous driving. Until last year, autonomous driving systems were considered the most advanced AI models in the world.

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29 Key Artificial Intelligence (AI) Statistics in 2023

Flipboard

Artificial intelligence is here to stay, so brush up your AI knowledge with some key facts, figures and industry insights.

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Two hackers one keyboard two ways

Hacker News

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OpenAI Wants Your Help Devising Creepy Ways to Use Generative AI

Flipboard

By figuring out how bad actors might use DALL-E, ChatGPT, and other generative AI programs for evil, OpenAI can hopefully prepare for the worst.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.