August, 2023

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5 Skills All Marketing Analytics and Data Science Pros Need Today

KDnuggets

Join us at the MADS conference in Washington, D.C., from Sept. 26 to 28, 2023. Learn more here and register with code KDN100 for $100 of your conference pass.

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Visual artists fight back against AI companies for repurposing their work

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NEW YORK (AP) — Kelly McKernan’s acrylic and watercolor paintings are bold and vibrant, often featuring feminine figures rendered in bright greens, blues, pinks and purples. The style, in the artist’s words, is “surreal, ethereal … dealing with discomfort in the human journey.

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How to Prepare for a GenAI Future You Can’t Predict

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Given the staggering pace of generative AI development, it’s no wonder that so many executives are tempted by the possibilities of AI, concerned about finding and retaining qualified workers, and humbled by recent market corrections or missed analyst expectations. They envision a future of work without nearly as many people as today. But this is a miscalculation.

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The Burtch Works 2023 Data Science & AI Professionals Salary Report is Here!

KDnuggets

The Burtch Works 2023 Data Science & AI Professionals salary report is here, and includes insightful data such as hiring and marketplace trends, compensation changes over time, and salary data. Get your copy here.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Heard on the Street – 8/31/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Building A Model From Scratch to Generate Text From Prompts

Analytics Vidhya

Introduction In the swiftly evolving Generative AI landscape, a new era has arrived. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future. “Unlocked potential” […] The post Building A Model From Scratch

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More Trending

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Model Citizens, Google Updates Vertex AI

Adrian Bridgwater for Forbes

Because the same basic learning constructs apply to both machine brains and our own, we need to develop systems to deliver knowledge as it expands over time.

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Meet Aleph Alpha, the European ChatGPT killer

Dataconomy

Europe has stepped onto the AI stage of innovation with its visionary project, Aleph Alpha. Drawing inspiration from the trailblazing accomplishments of OpenAI, Aleph Alpha is poised to carve a distinctive path for Europe in the ever-evolving landscape of artificial intelligence. With this ingenious endeavor, Europe envisions becoming a global powerhouse of AI innovation, mirroring the success stories of OpenAI and its counterparts around the world.

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KDnuggets News, August 30: 7 Projects Built with Generative AI • Beyond Numpy and Pandas: Lesser-Known Python Libraries

KDnuggets

7 Projects Built with Generative AI • Beyond Numpy and Pandas: Unlocking the Potential of Lesser-Known Python Libraries • 5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science • GPT-4: 8 Models in One; The Secret is Out

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Rare oxygen isotope detected

Hacker News

Oxygen-28 might prompt physicists to revamp theories of how atomic nuclei are structured. Oxygen-28 might prompt physicists to revamp theories of how atomic nuclei are structured.

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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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Basic Tenets of Prompt Engineering in Generative AI

Analytics Vidhya

Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.

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How to Use AI to Talk to Whales—and Save Life on Earth

Flipboard

With ecosystems in crisis, engineers and scientists are teaming up to decipher what animals are saying. Their hope: By truly listening to nature, humans will decide to protect it.

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Identifying AI-generated images with SynthID

DeepMind

Today, in partnership with Google Cloud, we’re beta launching SynthID, a new tool for watermarking and identifying AI-generated images. It’s being released to a limited number of Vertex AI customers using Imagen, one of our latest text-to-image models that uses input text to create photorealistic images. This technology embeds a digital watermark directly into the pixels of an image, making it imperceptible to the human eye, but detectable for identification.

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Fable’s South Park AI (Showrunner AI) creates TV episodes from scratch

Dataconomy

Fable, a tech startup hailing from San Francisco, launched its Showrunner AI platform, known as SHOW-1, just a month ago. This cutting-edge technology can autonomously craft new episodes of television shows, casting you in the starring role. The release comes as a significant advancement in generative AI, and its timing is particularly intriguing given the ongoing strikes among Hollywood writers and actors.

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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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ChatGPT Enterprise — To Go Where No LLM Has Gone Before

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI launches a business-oriented version of ChatGPT-4 This member-only story is on us. Upgrade to access all of Medium. image: Photo by Razvan Chisu on Unsplash | edited in PS Beta by the author OpenAI has just announced the launch of ChatGPT Enterprise.

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California Forever

Hacker News

California Forever is a California company backed by California investors that's proposing to build a new walkable community, a large solar farm, and an agriculture and open space green belt on 60,000 acres in eastern Solano County.

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Generative AI’s Shift From GPT-3.5 to GPT-4 Journey

Analytics Vidhya

Introduction The transition from GPT-3.5 to GPT-4 in the generative artificial intelligence (AI) realm marks a transformative leap in language generation and comprehension. GPT-4, short for “Generative Pre-trained Transformer 4,” is the culmination of iterative advancements, harnessing improved architecture and training methods. While GPT-3.5 showcased impressive prowess in comprehending context and producing coherent text, GPT-4 […] The post Generative AI’s Shift From GP

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A new AI-generated map of the world’s trees and renewable energy projects could help fight climate change

Flipboard

A view showing the parts of the world covered by SATLAS using images from Sentinel-2 satellites. | Image: Allen Institute for AI A first-of-its-kind map of renewable energy projects and tree coverage around the world launched today, and it uses generative AI to essentially sharpen images taken from space. It’s all part of a new tool called Satlas from the Allen Institute for AI, founded by Microsoft co-founder Paul Allen.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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When the Cost of a Mortgage is a Multiple of the Original Loan

FlowingData

In early 2021, the average rate for a 30-year fixed rate mortgage was under three percent. According to Freddie Mac, the average rate for the past week was 7.23%. That’s a big enough increase to feel the difference in your monthly payment, but it stings even more when you compound the cost over the length of a mortgage. Use this chart to see how many times over you’ll pay over the original loan amount, given the annual rate and the number of years of paying.

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Here is a full list of Midjourney banned words

Dataconomy

Midjourney is a very popular image generator but there are certain security measures to ensure a peaceful environment. The team behind Midjourney ensures a safe place by adding some security mesaures, which starts with banning some words. Here is a full list of Midjourney banned words! The cutting-edge AI image generator has garnered widespread recognition for its impressive ability to turn text prompts into stunning visual artworks.

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Automatically generate impressions from findings in radiology reports using generative AI on AWS

AWS Machine Learning Blog

Radiology reports are comprehensive, lengthy documents that describe and interpret the results of a radiological imaging examination. In a typical workflow, the radiologist supervises, reads, and interprets the images, and then concisely summarizes the key findings. The summarization (or impression ) is the most important part of the report because it helps clinicians and patients focus on the critical contents of the report that contain information for clinical decision-making.

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Human ancestors nearly went extinct 900k years ago

Hacker News

A new technique analysing modern genetic data suggests that pre-humans survived in a group of only 1,280 individuals. A new technique analysing modern genetic data suggests that pre-humans survived in a group of only 1,280 individuals.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Google Watermarks AI-Generated Images to Shield Against Deepfakes

Analytics Vidhya

In a significant stride towards combating the surge of misleading content, Google has introduced an innovative solution that brings a new layer of defense against the onslaught of deepfakes. This pioneering endeavor employs invisible watermarks, like secret shields, on images created using AI technology. The watermarking tool, named “SynthID,” is a product of the innovative […] The post Google Watermarks AI-Generated Images to Shield Against Deepfakes appeared first on Analytic

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Supporting the Open Source AI Community

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We believe artificial intelligence has the power to save the world —and that a thriving open source ecosystem is essential to building this future. Thankfully, the open source ecosystem is starting to develop, and we are now seeing open source … The post Supporting the Open Source AI Community appeared first on Andreessen Horowitz.

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Unveiling AI Hallucinations: Decoding the Dark Side of AI Models

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An introduction to explainable AI This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! Powerful artificial intelligence models like DALLE or ChatGPT are super useful and fun to use.

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How to install Waifu Diffusion on Windows and Mac

Dataconomy

Waifu Diffusion has gained significant traction as a specialized adaptation of the original Stable Diffusion anime model. The concept of fine-tuning is central here; it involves taking a pre-trained model and further customizing it with a specific dataset. For Waifu Diffusion v1.4, the latest iteration, the base model of Stable Diffusion v2 was adapted using an extensive dataset of 5,468,025 anime text-image samples, sourced from Danbooru , a well-known anime imageboard.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

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.

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Deploy self-service question answering with the QnABot on AWS solution powered by Amazon Lex with Amazon Kendra and large language models

AWS Machine Learning Blog

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. QnABot allows you to quickly deploy self-service conversational AI into your contact center, websites, and social media channels, reducing costs, shortening hold times, and improving customer experience and brand sentiment. Customers now want to apply the power of large language models (LLMs) to further improve the customer experience with generative AI capabilities.

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Apple's Decision to Kill Its CSAM Photo-Scanning Tool Sparks Fresh Controversy

Hacker News

Child safety group Heat Initiative plans to launch a campaign pressing Apple on child sexual abuse material scanning and user reporting. The company issued a rare, detailed response on Thursday.

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Top 12 AI Music Generators in 2023

Analytics Vidhya

AI Music Generation is the process of using artificial intelligence techniques to generate music. AI algorithms can autonomously generate new track pieces by examining patterns, structures, and styles from existing music. This technology can potentially revolutionize how music is composed, produced, and enjoyed. AI music technology is a rapidly advancing field with numerous structures and […] The post Top 12 AI Music Generators in 2023 appeared first on Analytics Vidhya.

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A.I.’s un-learning problem: Researchers say it’s virtually impossible to make an A.I. model ‘forget’ the things it learns from private user data

Flipboard

As it turns out, it’s impossible to remove a user’s data from a trained A.I. model. Deleting the model entirely is also difficult—and there’s little regulation to enforce either option.

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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.