Fri.Aug 18, 2023

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How Can You Effectively Select the Correct Language Model to Align with Your Business Needs and Goals?

insideBIGDATA

In this contribute article, Garry M. Paxinos, CTO of netTALK CONNECT, believes that not all language models are the same: How can you effectively select the right language model that aligns with your business needs and goals? What capabilities cannot go unnoticed when analyzing language models?

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Chat with PDFs | Empowering Textual Interaction with Python and OpenAI

Analytics Vidhya

Introduction In a world filled with information, PDF documents have become a staple for sharing and preserving valuable data. However, extracting insights from PDFs hasn’t always been straightforward. That’s where “Chat with PDFs” comes to the rescue – an innovative project revolutionising how we interact with PDFs. In this article, we introduce you to the […] The post Chat with PDFs | Empowering Textual Interaction with Python and OpenAI appeared first on Analytics

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How to Build a Real-Time Recommendation Engine Using Graph Databases

KDnuggets

"You may also like" is a simple phrase that implies a new era in the way businesses interact and connect with their customers, and graph databases can easily help to build recommendation engines.

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Swin Transformers | Modern Computer Vision Tasks

Analytics Vidhya

Introduction The Swin Transformer is a significant innovation in the field of vision transformers. Transformers‘ exceptional performance has been demonstrated in various tasks. Among these transformers, the Swin Transformer stands out as the backbone of computer vision, providing unparalleled flexibility and scalability to meet the demands of modern deep-learning models.

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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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Cracking the large language models code: Exploring top 20 technical terms in the LLM vicinity

Data Science Dojo

Large language models (LLMs) are AI models that can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. They are trained on massive amounts of text data, and they can learn to understand the nuances of human language. In this blog, we will take a deep dive into LLMs, including their building blocks, such as embeddings, transformers, and attention.

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OpenAI Takes Over Global Illumination; Celebrates First Company Acquisition

Analytics Vidhya

In a move causing ripples across the tech world, OpenAI, the pioneering force in artificial intelligence, has made its inaugural leap into the world of acquisitions. The spotlight shines bright on OpenAI as it acquires digital products company Global Illumination, marking its first known venture into company ownership. Buckle up as we delve into the […] The post OpenAI Takes Over Global Illumination; Celebrates First Company Acquisition appeared first on Analytics Vidhya.

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Top 10 AI QR Code Generator in 2023

Analytics Vidhya

QR codes have widespread popularity, particularly for their convenience in payments. Beyond their financial applications, QR codes have evolved to encompass diverse data types. Technological progress has enabled the customization of these codes, transforming the once mundane black-and-white arrangement of dots into visually appealing designs inspired by various patterns and images.

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The 13-Types Of Ops

Adrian Bridgwater for Forbes

In software development, no system runs reliably without a solid engineering support function and service layer - in most cases we call that entity the operations team.

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AI Can Crack Most Passwords Within a Minute. Here’s How to Protect Your Passwords from an AI Attack

Analytics Vidhya

Artificial intelligence (AI) is ushering in the next revolutionary wave of technological change. Even as AI’s capabilities enthrall many, concerns about its potential risks are also growing. While AI-powered chatbots like ChatGPT are at the forefront, simplifying tasks with just a prompt, tools like PassGAN are increasing cybersecurity risks. As people embrace artificial intelligence, it’s […] The post AI Can Crack Most Passwords Within a Minute.

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This Week in AI, August 18: OpenAI in Financial Trouble • Stability AI Announces StableCode

KDnuggets

"This Week in AI" on KDnuggets provides a weekly roundup of the latest happenings in the world of Artificial Intelligence. Covering a wide range of topics from recent headlines, scholarly articles, educational resources, to spotlight research, the post is designed to keep readers up-to-date and informed about the ever-evolving field of AI.

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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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Create WhatsApp Stickers for Every Emotion Using Generative AI

Analytics Vidhya

In an exciting stride toward the future, Meta, the parent company of WhatsApp, is diving headfirst into the world of Artificial Intelligence (AI). The latest buzz reveals that WhatsApp is venturing into a new realm of creativity, harnessing AI to revolutionize how we create stickers. Prepare to be amazed as generative AI empowers you to […] The post Create WhatsApp Stickers for Every Emotion Using Generative AI appeared first on Analytics Vidhya.

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Here is how to sign up for Facebook settlement

Dataconomy

Attention, Facebook users! You have a chance to claim your share of a $725 million settlement in a class-action lawsuit against the social media giant. Today, we will show you how to sign up for Facebook settlement and get your share before it is too late. Meta, Facebook’s parent company, has agreed to pay out this substantial sum to settle allegations of sharing private information with third-party companies.

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Difference Between Fact Table and Dimension Table

Analytics Vidhya

Organizing a vast dataset into an easily accessible structure is crucial. The Star schema provides an effective approach, comprising two key elements: fact table and dimension tables. Dimension tables encircle a central fact table, creating the star or snowflake shape. Clear distinctions between these components require a comprehensive grasp of their individual concepts and roles, […] The post Difference Between Fact Table and Dimension Table appeared first on Analytics Vidhya.

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Understanding NFTs and metaverse

Dataconomy

The world is constantly changing. Each day, new technologies and concepts are coming up. Just consider the time when Nokia ruled the world of mobile phones with their great feature phones. Now think how this space that Nokia occupied has changed since then. Today, smartphones and significant manufacturers like Apple, Samsung, and Xiaomi have dominated the mobile phone industry.

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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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Best Practices to Use OpenAI GPT Model

KDnuggets

The improvement you need to get the best result from GPT.

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My Kushy New Job (2010)

Hacker News

With pot laws changing, we thought it'd be a good idea to send our weed-averse correspondent to see what life is really like in Amsterdam, the world's cannabis capital.

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Rise of AI marks the "first time in history where we stop being monkeys" says Arturo Tedeschi

Flipboard

Designing using artificial intelligence represents a fundamentally new form of creativity that is tantamount to an evolution of our species, AI-specialist architect and designer Arturo Tedeschi tells Dezeen in this interview.

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From Art Nouveau to the Bauhaus: How Home Interiors Looked in Popular Art Movements

Hacker News

Walter Gropius’s 20th-century House in Jena, Germany. Image © Michel Figuet/Living Inside Art has always been a means for people to connect with space , and art movements have served as a platform for exploring new relationships with architecture. By incorporating art into buildings and interior spaces, they have been transformed, resulting in a fusion that creates beautiful, inspiring, and spiritually uplifting environments.

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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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Communication using thought alone? Unbabel unveils AI project to give us superhuman capabilities

Flipboard

Sitting in a meeting room in a startup office in Lisbon, I silently typed the answer to a question only the person opposite would know the answer to. What kind of coffee had I asked for when I’d arrived at the office?

AI 123
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A new way to identify chiral molecules with light could vastly improve detection

Hacker News

Chiral molecules are those that have two versions that are mirror images, like our right and left hands. These molecules have the same structure but different properties when they interact with other molecules, including those inside our bodies. This is important for example in drug molecules, where only the right- or left-handed version may have the desired effect.

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‘Don’t Put Your Head in the Sand’: Stars Are Quietly Inking Deals to License Their AI Doubles

Flipboard

In 2008, while working with Will Smith on the set of a film that never ended up getting made, Remington Scott had an epiphany. The visual effects director was watching Smith stand in a photogrammetry booth, with dozens of cameras capturing the actor’s facial features from every possible angle. “.

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New Motherboard Improves Old CRT Television

Hacker News

While browsing AliExpress from his digital basement, [Adrian Black] stumbled upon what seemed like a brand-new mainboard for a CRT television set. He decided to take a gamble and ordered one. It final.

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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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How LLMs could benefit from a decades’ long symbolic AI project

Flipboard

One of the main barriers to putting large language models (LLMs) to use in practical applications is their unpredictability, lack of reasoning and uninterpretability. Without being able to address these challenges, LLMs will not be trustworthy tools in critical settings.

AI 123
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Broadband monopolies push bill that would crush your ability to stand up to them

Hacker News

For thirty-plus years, giant telecom monopolies have worked tirelessly to crush all broadband competition. At the same time, they've lobbied state and federal governments so extensively, that the vast majority of politicians are feckless cardboard cutouts with little real interest in market or consumer health.

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AI tech jobs are popping up and the salaries are huge

Flipboard

Employers go on a high-paying hiring spree for workers with specialized skills in AI, while some jobs get displaced with the same tools that workers are learning how to use.

AI 122
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Deja Vu: The FBI Proves Again It Can’t Be Trusted with Section 702

Hacker News

The FBI doesn’t believe that either our rights or the limitations that Congress has placed upon them matter when it comes to the vast amount of information about us collected under FISA Section 702. The latest exhibit in this is in yet another newly declassified opinion of the Foreign Intelligence Surveillance Court (FISC). This opinion further reiterates what we already know, that the Federal Bureau of Investigation simply cannot be trusted with conducting foreign intelligence queries on Americ

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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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Why Google’s co-founder left retirement to work on AI

Flipboard

During a recent surprise Q&A, Sergey Brin opened up about why he’s back in the trenches at Google to work on generative AI. Last Saturday, about 200 people crowded into the ballroom of a $68 million Silicon Valley mansion for a hackathon.

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Short session expiration does not help security

Hacker News

When logged into a web application, the session does not remain valid forever. Typically, the session expires after a fixed time after login, or after the user has been idle for some time. How long should these times be?

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What you need to know about Sakana AI, the new startup from a transformer paper co-author

Flipboard

The landscape of generative artificial intelligence (gen AI) is in a rapid state of evolution these days, not only with OpenAI, Meta, and Google competing directly on foundation models, but doing so while some of their biggest in-house talent leave to launch their own gen AI startups.

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You probably don’t need to fine-tune LLMs

Hacker News

In this post, we’ll talk about why fine-tuning is probably not necessary for your app, and why applying two of the most common techniques to the base GPT models — few-shot prompting and retrieval-augmented generation (RAG) — are sufficient for most use cases.

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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.