Sat.Aug 12, 2023

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Why Reinforcement Learning Will Save Generative AI

insideBIGDATA

In this contributed article, Kim Stagg, VP of Product for Appen, knows the only way to achieve functional AI models is to use high-quality data in every stage of deployment. As businesses look for pathways to adoption, there must be a significant focus on removing bottlenecks for data quality in order to achieve the highest functioning AI models. This article focuses on what companies looking to adopt this technology need to know about creating generative AI models that are ready for high-precis

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Is Data Science Hard? Know the Reality

Analytics Vidhya

The demand for proficient data scientists has been rising in the last few years, but the landscape has transformed with AI. The emphasis has shifted from routine tasks to more complex roles. A solid grasp of the latest data science advancements is now essential for a promising career. Is data science hard? While no learning […] The post Is Data Science Hard?

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New Research Shows Over Half of Companies Lack a Cohesive Generative AI Strategy, Despite Proven Business Impact

insideBIGDATA

Grammarly, the company delivering AI communication assistance to over 50,000 teams and 30 million people daily, released research conducted by Forrester Consulting that reveals most companies still don’t have a clear strategy to deploy generative AI within their organizations at scale. The study, “Maximizing Business Potential with Generative AI: The Path to Transformation,” commissioned by Grammarly Business, shows that despite recognizing the business benefits, companies are taking a haphazard

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Microsoft Announces the End of Cortana on Windows

Analytics Vidhya

In a significant move, Microsoft has declared the impending end of support for Cortana on Windows. This announcement, confirmed by Windows Central, heralds a change that aligns with the company’s broader AI-focused vision. The retirement of Cortana highlights the evolution of technology in the digital landscape. This is more prominent as the tech giant shifts […] The post Microsoft Announces the End of Cortana on Windows 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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How to Match LLM Patterns to Problems

Eugene Yan

Distinguishing problems with external vs.

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How to Use Data Visualization in Infographics?

Analytics Vidhya

In our fast-paced, information-rich world, the ability to convey complex information swiftly and effectively has become necessary. Data visualization in infographics is a dynamic way to do so. This article delves into data visualization within infographics and showcases ways to present information both aesthetically and comprehensively. What is Data Visualization?

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Scikit-Learn vs TensorFlow: Which One to Choose?

Analytics Vidhya

The landscape of machine learning and artificial intelligence has been revolutionized by powerful libraries that redefine model creation and utilization. Among them are Scikit-Learn and TensorFlow, both widely embraced for their unique features. Despite their extensive data science and machine learning usage, they cater to diverse objectives. In this article, we delve into a comparative […] The post Scikit-Learn vs TensorFlow: Which One to Choose?

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Harvard University Encourages Students To Go On Food Stamps

Hacker News

Harvard University recently organized an event to support graduate students enrolling in government food assistance programs. The Health Services office sent a flier to graduate students, encouraging them to participate in the SNAP Benefits Sign-Up event in April. The flier read, "Fuel your body & stock your pantry. Did you know that grad students may qualify for assistance paying for food & groceries?

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‘It gave us some way to fight back’: New tools aim to protect art and images from AI’s grasp

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CNN — For months, Eveline Fröhlich, a visual artist based in Stuttgart, Germany, has been feeling “helpless” as she watched the rise of new artificial intelligence tools that threaten to put human artists out of work.

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Record Labels Hit Internet Archive With New $400m+ Copyright Lawsuit

Hacker News

As the Internet Archive continues to deal with an adverse ruling in a copyright infringement lawsuit filed by the world’s largest publishing companies, late Friday some of the world’s largest record labels launched similar legal action in the United States. Filed in Manhattan federal court, the complaint lists UMG Recordings, Capitol Records, Concord Bicycle Assets, CMGI Recorded Music Assets, Sony Music and Arista Music as plaintiffs, with Internet Archive (IA), founder Brewster Kah

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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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World’s first mass-produced humanoid robot? China start-up Fourier Intelligence eyes two-legged robots with AI brains

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The CEO of Fourier Intelligence discusses his plans and vision for the GR-1 humanoid robot, which stole the show at the World Artificial Intelligence Conference in Shanghai last month.

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Thermodynamic Linear Algebra (solving linear systems in O(n))

Hacker News

Linear algebraic primitives are at the core of many modern algorithms in engineering, science, and machine learning. Hence, accelerating these primitives with novel computing hardware would have tremendous economic impact. Quantum computing has been proposed for this purpose, although the resource requirements are far beyond current technological capabilities, so this approach remains long-term in timescale.

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Yoshua Bengio: Democracy is not safe in an AI world

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Yoshua Bengio’s work in the 1990s and 2000s has contributed to the foundations of chatbots like OpenAI’s ChatGPT and Google’s Bard. Today, Bengio is one of the biggest voices warning the world about the necessity of having control and regulations on artificial intelligence (AI) technology.

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Solving a simple puzzle using SymPy

Hacker News

I came across this problem recently: It’s about a square that gets partitioned into rectangles of equal area (some sources call this "floorplan" ). One of the sides of these smaller rectangles is given and the problem asks for the area of the large square.

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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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Will "godlike AI" kill us all — or unlock the secrets of the universe? Probably not

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Since the release of ChatGPT last November, apocalyptic warnings that AGI, or artificial general intelligence, could destroy humanity have been all over the news.

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What's your go to Nix/NixOS pitch?

Hacker News

Want to get all the different ways folks are pitching Nix and see if we can collect all of it into the ultimate “How to pitch/talk about Nix to the non-nix aware”. So, I had an interesting but probably not super unique experience at DevOps Days Chicago. I was sharing the magic of Nix when someone, new to Nix but deeply fond of it, expressed a challenge: how to effectively convey its beauty to others who haven’t dived in yet.

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Publishing scammers are using AI to scale their grifts

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Large language models are disrupting the publishing industry, from spam submissions to garbage books. AI is, in theory, poised to disrupt work as we know it now.

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Microsoft continues right to repair about face, makes its hardware easier to fix

Hacker News

Microsoft has long been one of several companies that attempted to monopolize repair in a bid for profit, particularly when it has come to the company's game consoles.

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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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Deal Dive: This AI startup is racking up government customers

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Tax evasion, money laundering and other financial crimes are massive, costly issues. In 2021, the Internal Revenue Service estimated that the U.S. loses $1 trillion a year due to tax evasion alone. IVIX thinks AI can help with that.

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The first messenger without user IDs

Hacker News

SimpleX Chat - a private and encrypted messenger without any user IDs (not even random ones)! Make a private connection via link / QR code to send messages and make calls.

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Prompt Engineering Deciphers Riddle Of Show-Me Versus Tell-Me As Choice Of Best-In-Class Prompting Technique For Generative AI

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Show me versus tell me. That’s a longstanding consideration when you are trying to learn something new or aiming to figure out how to solve a vexing problem.

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Poor Clares Convent Cemetery

Hacker News

Discover Poor Clares Convent Cemetery in Ischia, Italy: Deceased nuns were placed on stone chairs to decompose, while the surviving nuns prayed near the lifeless bodies.

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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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Here Are the Top AI Stories You Missed This Week

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Take a quick look at the newest and weirdest happenings in AI. If you’re behind on what’s happening with the robot uprising, have no fear.

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tRPC – Build and consume typesafe APIs without schemas or code generation

Hacker News

End-to-end typesafe APIs made easy. Automatic typesafety & autocompletion inferred from your API-paths, their input data, & outputs ?

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Fiction writers fear the rise of AI, but also see it as a story to tell

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NEW YORK (AP) — For a vast number of book writers, artificial intelligence is a threat to their livelihood and the very idea of creativity.

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What is gained and lost with 63-bit integers? (2014)

Hacker News

Almost every programming language uses 64-bit integers on typical modern Intelmachines. OCaml uses a special 63-bit representation. How does it affect OCaml?

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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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5 ChatGPT Therapist Bots and AI Apps to Relieve Mental Health Problems

Flipboard

Can AI actually help you with mental health and well-being? Can it even act as a therapist? These intelligent chat bots sure think so.

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Numbers every LLM Developer should know

Hacker News

From the creators of Ray, Anyscale is a framework for building machine learning applications at any scale originating from the UC Berkeley RISELab.

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This ChatGPT-powered voice recorder turns any call or meeting into a productive plan of action

Flipboard

[link] Oral communication has driven civilization for millennia, and it's not about to become obsolete anytime soon despite the prevalence of text-based communication. Voice calls and in-person meetings carry the nuances and hints that we depend on for context, but they lose their usefulness once the moment has passed.

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When the Government Tried to Flood the Grand Canyon

Hacker News

In the 1960s, the government proposed the construction of two dams in the Grand Canyon, potentially flooding much of Grand Canyon National Park.

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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.