Sat.Jul 22, 2023

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Top 7 software development use cases of Generative AI

Data Science Dojo

In the field of software development, generative AI is already being used to automate tasks such as code generation, bug detection, and documentation. Generative AI is a rapidly growing field of artificial intelligence that is transforming the way we interact with the world around us. Generative AI models are able to create new content, such as text, images, and code, from scratch.

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Check out Our Exclusive Markdown Cheat Sheet

Analytics Vidhya

Markdown is a lightweight markup language that provides a simple way to format text for various purposes without the need for complex HTML or other formatting languages. It’s widely used in documentation, blogs, and other writing platforms due to its simplicity and ease of use. In this Markdown cheat sheet, we’ll cover various formatting options […] The post Check out Our Exclusive Markdown Cheat Sheet appeared first on Analytics Vidhya.

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Generative AI Report: CommandBar Releases AI-Powered HelpHub to Overlay ChatGPT Onto Any Product

insideBIGDATA

Welcome to the Generative AI Report, a new feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications centered on large language models, we thought it would be a timely service for readers to start a new channel along these lines.

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PaLM AI | Google’s Home-Grown Generative AI

Analytics Vidhya

Introduction Ever since the launch of Generative AI models like the GPT (Generative Pre-trained Transformers) models by OpenAI, especially ChatGPT, Google has always been on the verge to create a launch an AI Model similar to that. Though Google was the one that first brought up the topic of Transformers through the BERT Model to […] The post PaLM AI | Google’s Home-Grown Generative AI 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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Tackling Data Distribution Shift

insideBIGDATA

In this contributed article, Michael Rinehart, VP of Artificial Intelligence at Securiti.ai, believes that data-driven machine-learned algorithms can be essential to accuracy in important situations, but also for routine frontline work allowing companies to produce real-time insights that can help predict and improve performance. As AI systems continue to become more prevalent in decision making, it is increasingly important for companies to understand both their limitations and the strategies t

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Elon Musk Tweets About Train Artificial Intelligence Bot

Data Science Connect

In a tweet that sent ripples through the data science community, Elon Musk , the visionary CEO of SpaceX and Tesla, recently unveiled a revolutionary train artificial intelligence bot. The tweet, posted on July 15, 2023, has sparked immense interest and excitement among data scientists worldwide. Musk’s ingenuity and propensity for groundbreaking advancements have consistently left an indelible mark on various industries, and this latest development is no exception.

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Meta Introduces CM3Leon: A Leap Forward in Generative AI for Text and Images

Data Science Connect

In a significant development in the field of Artificial Intelligence, Meta (formerly Facebook) has unveiled its cutting-edge Generative AI model , CM3Leon. This innovative AI model is poised to transform the way we interact with text and images, promising to revolutionize various applications, from content generation to creative design. As data scientists delve into the capabilities of CM3Leon, they are set to discover new possibilities for creative expression and practical problem-solving.

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Big change for some Clear users: TSA will soon require you to show ID

Hacker News

The U.S. Transportation Security Administration will require Clear users to verify their identity by showing a valid form of identification, rolling back the current Clear process.

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Demystifying Artificial Intelligence: A Closer Look at Vice President Harris’s Concerns

Data Science Connect

Artificial Intelligence (AI) has been at the forefront of technological advancements, shaping industries, and revolutionizing the way we interact with technology. However, a recent statement by Vice President Harris has sparked concerns among data scientists and AI experts regarding potential misunderstandings surrounding AI’s capabilities and limitations.

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Intel's deepfake detector tested on real and fake videos

Flipboard

In March last year a video appeared to show President Volodymyr Zelensky telling the people of Ukraine to lay down their arms and surrender to Russia. It was a pretty obvious deepfake - a type of fake video that uses artificial intelligence to swap faces or create a digital version of someone.

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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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Associated Press and OpenAI Collaborate to Explore the Future of Generative AI in News

Data Science Connect

The Associated Press (AP) and OpenAI have embarked on a groundbreaking collaboration to explore the applications of Generative AI in the realm of news reporting. This unique partnership seeks to leverage the power of advanced artificial intelligence to enhance the news production process and improve the dissemination of accurate, timely, and relevant information.

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Retentive Network: A Successor to Transformer for Large Language Models

Hacker News

In this work, we propose Retentive Network (RetNet) as a foundation architecture for large language models, simultaneously achieving training parallelism, low-cost inference, and good performance. We theoretically derive the connection between recurrence and attention. Then we propose the retention mechanism for sequence modeling, which supports three computation paradigms, i.e., parallel, recurrent, and chunkwise recurrent.

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Harnessing the Power of Geospatial Analysis with ChatGPT

Data Science Connect

Geospatial analysis, a powerful technique for understanding spatial patterns and relationships within geographic data, has found a remarkable ally in ChatGPT – the conversational AI model developed by OpenAI. This cutting-edge collaboration brings geospatial analysis to a broader audience, empowering data scientists to harness AI-powered natural language processing (NLP) to interact with and analyze geographic data more efficiently.

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Botulinum toxin: Bioweapon and magic drug (2010)

Hacker News

Botulinum neurotoxins, causative agents of botulism in humans, are produced by Clostridium botulinum, an anaerobic spore-former Gram positive bacillus. Botulinum neurotoxin poses a major bioweapon threat because of its extreme potency and lethality; its.

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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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Generative AI and Web3: Hyped nonsense or a match made in tech heaven

Flipboard

Did I write this, or was it ChatGPT? It’s hard to tell, isn’t it? For the sake of my editors, I will follow that quickly with: I wrote this article (I swear). But the point is that it’s worth exploring generative artificial intelligence’s limitations and areas of utility for developers and users.

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I am dying of squamous cell carcinoma, and potential treatments are out of reach

Hacker News

Alex Tabarrok writes about how "when the FDA fails to approve a good drug, people die but the bodies are buried in an invisible graveyard." I'd like to make that graveyard a little bit more visible because I'm going to be buried in it, in a few weeks or months.

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‘It almost doubled our workload’: AI is supposed to make jobs easier. These workers disagree

Flipboard

CNN — A new crop of artificial intelligence tools carries the promise of streamlining tasks, improving efficiency and boosting productivity in the workplace. But that hasn’t been Neil Clarke’s experience so far.

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Over-grazing and desertification in the Syrian steppe root causes of war (2015)

Hacker News

Civil war in Syria is the result of the desertification of the ecologically fragile Syrian steppe, writes Gianluca Serra - a process that began in 1958 when the former Bedouin commons were opened up to unrestricted grazing. That led to a wider ecological, hydrological and agricultural collapse, and then to a 'rural intifada' of farmers and nomads no longer able to support themselves.

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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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6 Ways Small Business Owners Can Get Their Employees to Use AI

Flipboard

Smaller-scale enterprises will always struggle to gain a strategic edge against resource-rich conglomerates, but AI offers a new landscape, and there are proven ways to fuel employees' ability to embrace and maximize it.

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A brief history of computers

Hacker News

Recently I've been learning about the history of computers. I find it to be incredibly interesting. I'd like to write a post about it to summarize and comment on what I've learned.

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BlackRock’s Bitcoin ETF and Its Potential Impact on InQubeta’s Growth

Data Science Connect

In the ever-evolving landscape of digital assets, the emergence of Bitcoin as a mainstream investment vehicle has caught the attention of both traditional and tech-savvy investors. The recent news of BlackRock , the world’s largest asset manager, considering a Bitcoin Exchange-Traded Fund (ETF) has sent ripples of excitement through the crypto community.

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CoQ4 is a functional substitute for CoQ10 and can be targeted to mitochondria

Hacker News

Coenzyme Q10 (CoQ10) is an important cofactor and antioxidant for numerous cellular processes, and its deficiency has been linked to human disorders including mitochondrial disease, heart failure, Parkinsons disease, and hypertension. Unfortunately, treatment with exogenous oral CoQ10 is often ineffective, likely due to the extreme hydrophobicity and high molecular weight of CoQ10.

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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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Safeguarding Data Privacy and Confidentiality: The Vital Role of Online Security Consultants

Data Science Connect

In today’s data-driven world, the protection of sensitive information is of utmost importance for enterprises. Data breaches and cyberattacks have become increasingly sophisticated, making data privacy and confidentiality major concerns for businesses. As data scientists, it is essential to understand the significance of securing data and employing robust online security measures.

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Resilience in Complex Systems (2021)

Hacker News

Everyday human reasoning breaks down as the scale of time and space at play increases. Complex systems thinking gives us a new set of tools to better understand the chains of consequences involved, and make better decisions.

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The 8 Best AI Apps to Download on Your Phone

Flipboard

With so many AI-powered apps to choose from, finding the right ones can be arduous. But we've listed the best AI apps to make it easy for you.

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Making the most of Apple Silicon power: 2 Core capabilities (2022)

Hacker News

P cores are conventional in that they can deliver excellent performance at maximum frequency, but with high power use. E cores may take 4 times as long for a task, but use less than a third of the energy.

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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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Apple Is Officially Entering the AI Battle. A Game Changer or Late Entry?

Mlearning.ai

Image generated by BlueWillow AI Apple has reportedly been developing its own generative AI competitor to challenge the likes of Open AI’s ChatGPT, Google’s Bard, and Microsoft’s Bing AI. A Bloomberg News report stated that the tech powerhouses’ chatbot is being called “Apple GPT.” What do we know so far? Apple has developed a framework, reportedly called “Ajax”, to create large language models (LLMs) to power its upcoming chatbot.

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Biotumen: Bitumen Reinvented

Hacker News

The production of bitumen, the binder in asphalt, generates more than 30 megatons of CO2 per year. By reverse engineering classical bitumen one of the largest sources of CO2 turns into one of the largest CO2 sinks.

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Learn ChatGPT with this training bundle for $30

Flipboard

AI isn't so scary. TL;DR: As of July 22, get the Complete ChatGPT Artificial Intelligence OpenAI Training Bundle for just $29.99 — you'll save 42%. It seems you can't read a newspaper or turn on the news without hearing about artificial intelligence.

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Embrace Complexity; Tighten Your Feedback Loops

Hacker News

Talk transcript on various patterns that slowly influence how teams deal with reliability, and highlight some of the key interactions and behaviors I keep finding work well in the organizations I've been part of.

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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.