Mon.Oct 30, 2023

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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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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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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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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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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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More Trending

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Top 10 AI Startups to Work for in India

KDnuggets

Want to jumpstart your career in AI? Discover the top 10 trailblazing Indian startups that are reshaping industries with cutting-edge innovation and providing unparalleled opportunities to work on impactful projects.

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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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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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@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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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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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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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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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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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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Are We All Doomed? Yes, But Perhaps Not Just Yet: AI’s Cybersecurity Paradox

Dataconomy

In the digital age, where AI advancements dominate several industries, cybersecurity remains a chief concern for many. Experts are weighing the potential implications and benefits of integrating AI into cybersecurity. The latest report from Qrator Labs indicates a 40% rise in attacks during the first half of 2023 compared to the same period in 2022.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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MemeChat data breach: What happened?

Dataconomy

You can now check if you are affected by the MemeChat data breach. Read on to discover everything known so far about the leak. In mid-2022, MemeChat, heralded as “the ultimate hub of memes,” faced a significant data breach that rocked the online community. This incident is a stark reminder of the ever-present risks in the digital age and the critical need for robust online security measures.

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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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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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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Why Huawei flagged an app as a Google trojan?

Dataconomy

In a surprising turn of events, Huawei’s Optimizer app has flagged a “Google trojan,” leaving the tech community buzzing with questions and concerns. This unexpected intersection of two tech giants has reignited discussions about their past and the intricate dance of software interactions Google trojan alert surfaces online The Optimizer app, a built-in feature on Huawei phones designed to scan and eliminate potential threats, identified the app as a Google trojan, specifically

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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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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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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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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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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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5 Ways to Use Data to Make Workplace Decisions

Dataversity

In today’s rapidly evolving business landscape, decision-making has shifted from relying on gut instinct and the loudest voice in the room to data-driven approaches. In this article, we will explore five powerful ways to harness data for making informed decisions in the workplace, offer practical insights to boost productivity, and explain how to adapt to […] The post 5 Ways to Use Data to Make Workplace Decisions appeared first on DATAVERSITY.

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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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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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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.