Mon.Aug 07, 2023

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The Economic Impact of the AI-powered Developer Lifecycle and Lessons from GitHub Copilot

insideBIGDATA

GitHub released new research detailing the potential economic impact and productivity benefits of generative AI. The company partnered with Harvard Professor Marco Iansiti, who’s well-known in the field, to dig into the impacts of GitHub’s Copilot tool, and generative AI more broadly. The potential is massive – the study found that AI developer productivity benefits could boost global GDP by over $1.5 trillion by 2030.

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10 AI Tools That Can Generate Code To Help Programmers

Analytics Vidhya

Introduction In an era of boundless possibilities, the widespread usage and revolutionized accessibility of generative artificial intelligence solutions present a resplendent symphony of innovation for programmers. The use cases range from creating artwork to writing code. Their growth has exceeded every consumer technology trend of the past ten years.

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Content with AI: Revolutionizing content optimization for efficiency in 2023

Data Science Dojo

Content with AI: Where creativity meets efficiency, unlocking a world of endless possibilities. AI has brought along a revolution in the world of IT, no doubt. But it has also spawned and sparked different debates about its overall effectiveness and whether it should be relied on or not. One of the things that AI is currently helping a lot of people do is content optimization.

AI 195
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The Creative Symphony of Generative AI in Music Composition

Analytics Vidhya

Introduction Generative AI is artificial intelligence that can produce new data, similar to textbooks, images, or music. In music composition, generative AI empowers creators to generate new warbles, chimes, measures, and even entire songs. This technology can potentially revolutionize how music is created, with some artists and musicians already utilizing it to produce new and […] The post The Creative Symphony of Generative AI in Music Composition appeared first on Analytics Vidhya.

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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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Content with AI: Revolutionizing content optimization for efficiency in 2023

Data Science Dojo

Content with AI: Where creativity meets efficiency, unlocking a world of endless possibilities. AI has brought along a revolution in the world of IT, no doubt. But it has also spawned and sparked different debates about its overall effectiveness and whether it should be relied on or not. One of the things that AI is currently helping a lot of people do is content optimization.

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Alibaba Open-Sources AI Model to Take on Meta and Empower Developers

Analytics Vidhya

In a significant development, Alibaba, the Chinese e-commerce giant, has decided to open up its powerful artificial intelligence model to third-party developers. This move aims to enhance the adoption of its product and establish a leading position in the world of technology. With this decision, Alibaba entered the same arena as the U.S. tech giant […] The post Alibaba Open-Sources AI Model to Take on Meta and Empower Developers appeared first on Analytics Vidhya.

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Step-by-Step Guide for Creating a DCGAN Model

Analytics Vidhya

Introduction Deep Convolutional Generative Adversarial Networks (DCGANs) have revolutionized the field of image generation by combining the power of Generative Adversarial Networks (GANs) and convolutional neural networks (CNNs). DCGAN models can create remarkably realistic images, making them an essential tool in various creative applications, such as art generation, image editing, and data augmentation.

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How GitOps Helps Developers (And Others)

Adrian Bridgwater for Forbes

What is Git when applied to operations & what lessons could it teach non-IT laypersons about the collaborative nature of the way this platform enables people to work?

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Impact of ChatGPT on Copywriters: Struggles and Hopes for an AI-Integrated Future

Analytics Vidhya

The rise of artificial intelligence has undoubtedly transformed various industries, including the world of content creation. However, as the New York Post recently reported, some individuals have experienced significant challenges due to the growing adoption of AI tools like ChatGPT. One such case is Sharanya Bhattacharya, a 22-year-old copywriter from Kolkata.

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The Importance of Data Cleaning in Data Science

KDnuggets

This article provides an overview of the importance of data cleaning in data science. It explains what data cleaning is, the benefits of using it, and the commonly used tools.

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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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Building A Topographic Map of Nepal Using Python

Analytics Vidhya

Introduction Ever wondered how the topography of your country influences economic and political development? Topographic maps – maps of the earth’s surface that use contour lines for visualization – can help answer these questions! We will use Python to create a topographic map for Nepal, a country with an interesting topographic environment.

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CDC Data Replication: Techniques, Tradeoffs, Insights

KDnuggets

The author discusses common use cases for CDC data replication, implementation techniques and their tradeoffs, and firsthand insights.

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The AI Mania: Is it Heading for a Bursting Bubble?

Analytics Vidhya

The world of artificial intelligence (AI) experienced a massive surge in interest from venture capitalists (VCs) after the cryptocurrency boom of 2021. However, as the focus shifted from crypto to AI, concerns arose about the sustainability of the AI craze. Signs of potential weaknesses are surfacing, indicating that the AI mania might be approaching an […] The post The AI Mania: Is it Heading for a Bursting Bubble?

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Doctrina AI can easily be your best study ally

Dataconomy

Doctrina AI doesn’t merely mimic human intelligence but enhances it, providing learners and educators with a vibrant palette of educational tools. Artificial intelligence manifests itself in myriad forms, from crafting intricate pieces of art through image generation to coding sophisticated algorithms, a new frontier emerges that seamlessly blends AI’s creativity with one of humanity’s core pursuits: education.

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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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Fundamentals Of Statistics For Data Scientists and Analysts

KDnuggets

Key statistical concepts for your data science or data analysis journey.

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If you believe in astrology, you need to check Jeffrey Celavie AI

Dataconomy

Astrology has always been very interesting to many people, and even some of them plan their lives accordingly. Now, you can use AI oracles or astrologers to help you out. Jeffrey Celavie AI is only one of them, and today we will tell you everything you need to know about it. Exploring the mysteries of astrology may provide fascinating information about our personalities, relationships, and the future.

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Remains found in China may belong to third human lineage

Hacker News

A team of paleontologists at the Chinese Academy of Sciences, working with colleagues from Xi'an Jiaotong University, the University of York, the University of Chinese Academy of Sciences and the National Research Center on Human Evolution, has found evidence of a previously unknown human lineage. In their study, reported in Journal of Human Evolution, the group analyzed the fossilized jawbone, partial skull and some leg bones of a hominin dated to 300,000 years ago.

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Databases are the unsung heroes of AI

Dataconomy

Artificial intelligence is no longer fiction and the role of AI databases has emerged as a cornerstone in driving innovation and progress. An AI database is not merely a repository of information but a dynamic and specialized system meticulously crafted to cater to the intricate demands of AI and ML applications. With the capacity to store, organize, and retrieve data efficiently, AI databases provide the scaffolding upon which groundbreaking AI models are built, refined, and deployed.

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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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Ferromagnetic half levitation of LK-99-like synthetic samples

Hacker News

We successfully synthesized polycrystalline LK-99-like ceramic samples with a solid-state-sintering method. Powder X-ray diffraction shows that the main contents are $mathrm{Pb_{10-x}Cu_x(PO_4)_6O}$ and $mathrm{Cu_2S}$, consistent with recent reports [arXiv:2307.12037; arXiv:2308.01192]. In some small flaky fragments, we successfully observed ``half levitation'' atop a $mathrm{Nd_2Fe_{14}B}$ magnet.

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Authors are losing their patience with AI, part 349235

Flipboard

On Monday morning, numerous writers woke up to learn that their books had been uploaded and scanned into a massive dataset without their consent. A project of cloud word processor Shaxpir, Prosecraft compiled over 27,000 books, comparing, ranking and analyzing them based on the “vividness” of their language. Many authors — including Young Adult powerhouse Maureen Johnson and “Little Fires Everywhere” author Celeste Ng — spoke out against Prosecraft for trainin

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I Would Rather See My Books Get Pirated Than This (Or: Why Goodreads and Amazon Are Becoming Dumpster Fires)

Hacker News

There’s not much that makes me angry these days about writing and publishing. I’ve seen it all. I know what to expect from Amazon and Goodreads. Meaning: I don’t expect much, and I assume I will be continually disappointed. Nor do I have the power to change how they operate. My energy-saving strategy: move on and focus on what you can control. That’s going to become much harder to do if Amazon and Goodreads don’t start defending against the absolute garbage now being spread across their sites.

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ChatGPT could make bioterrorism horrifyingly easy

Flipboard

Riot police don gas masks and anti-chemical gloves on March 24, 1995, before raiding a commune of the religious cult the “Aum Supreme Truth” in Kamikuishiki village west of Tokyo. | Yoshikazu Tsuno/AFP via Getty Images The biggest risk from advanced artificial intelligence is biological. In the summer of 1990, three trucks sprayed a yellow liquid at different sites in and around Tokyo, including two US Naval bases, Narita Airport, and the imperial palace.

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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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PSA: Intel Graphics Drivers Now Collect Telemetry by Default

Hacker News

The latest version of Intel Arc GPU Graphics Software introduced an interesting change that isn't reflected in the Release Notes. The installer of the 101.4578 beta drivers add a "Compute Improvement Program" (CIP) component as part of the "typical" setup option that is enabled by default. Under the.

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OpenAI launches webcrawler GPTBot, and instructions on how to block it

Flipboard

Websites can choose to opt out. OpenAI has launched a web crawler to improve artificial intelligence models like GPT-4. Called GPTBot, the system combs through the Internet to train and enhance AI's capabilities.

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Police raid Worldcoin warehouse in Nairobi

Hacker News

NAIROBI, Kenya, Aug 7 – Police raided a warehouse belonging to WorldCoin cryptocurrency in Nairobi and carted away documents over the weekend. The officers went to the offices along Mombasa Road armed with a search warrant and left with machines they believe stores data gathered by the firm.

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ChatGPT Was Given $20K To Invest in Stocks and Crypto — Here’s How It Made $2,000 in a Month

Flipboard

The surging popularity of artificial intelligence (or large language models), notably ChatGPT, has been helping people be more efficient at work, among other functions. But what about investing?

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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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Comlink Makes WebWorkers Enjoyable

Hacker News

Comlink makes WebWorkers enjoyable. Latest version: 4.4.1, last published: 6 months ago. Start using comlink in your project by running `npm i comlink`. There are 290 other projects in the npm registry using comlink.

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OpenAI's ChatGPT New Web Crawler - GPTBot

Flipboard

OpenAI, the folks behind ChatGPT, have published information on its web crawler named GPTBot. You can now see if OpenAI is crawling your site, how much so, and you can disallow access to all or part of your site with the robots.txt protocol.

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Sandy Bridge: Setting Intel’s modern foundation

Hacker News

Processor companies typically iterate off proven designs, and for good reason. Changing too many things at once introduces a lot of risk. A lot of changing parts makes it hard to get a good picture of overall performance, so it also makes tuning difficult.

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Criminals Have Created Their Own ChatGPT Clones

Flipboard

Cybercriminals are touting large language models that could help them with phishing or creating malware. But the AI chatbots could just be their own kind of scam.

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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.