Mon.May 27, 2024

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Generative vs Discriminative AI: Understanding the 5 Key Differences

Data Science Dojo

In the recent discussion and advancements surrounding artificial intelligence, there’s a notable dialogue between discriminative and generative AI approaches. These methodologies represent distinct paradigms in AI, each with unique capabilities and applications. Yet the crucial question arises: Which of these emerges as the foremost driving force in AI innovation?

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How to Move Generative AI Applications to Production?

Analytics Vidhya

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

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Efficient Diffusion Models without Attention

Machine Learning Research at Apple

Transformers have demonstrated impressive performance on class-conditional ImageNet benchmarks, achieving state-of-the-art FID scores. However, their computational complexity increases with transformer depth/width or the number of input tokens and requires patchy approximation to operate on even latent input sequences.

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Python String Matching With Pregex

Analytics Vidhya

Introduction String matching in Python can be challenging, but Pregex makes it easy with its simple and efficient pattern-matching capabilities. In this article, we will explore how Pregex can help you find patterns in text effortlessly. We will cover the benefits of using Pregex, a step-by-step guide to getting started, practical examples, tips for efficient […] The post Python String Matching With Pregex appeared first on Analytics Vidhya.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Google Have Just Dropped a New Course: AI Essentials

KDnuggets

A course that helps career switchers and advancers harness the power of AI to transform the way they work.

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How to Build an Effective Text Summarization Model Using Google’s T5-Base?

Analytics Vidhya

Introduction Text summarization is an essential part of natural language processing (NLP) that tries to shorten enormous amounts of text and make more readable summaries while retaining crucial information. Given the expansion of internet material, good summarizing techniques are essential for various applications, such as academic research, content generation, and news summaries.

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8 Incredible Announcements at Microsoft Build 2024

Analytics Vidhya

After OpenAI and Google updates, Microsoft is now here with AI uprises!! Have you followed the Microsoft Build 2024? As expected, Microsoft Build 2024 has been a memorable event, and I am sure the announcements there will change tech as we know it today. Microsoft said the updates will redefine how we engage with tech, […] The post 8 Incredible Announcements at Microsoft Build 2024 appeared first on Analytics Vidhya.

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Navigating Your Data Science Career: From Learning to Earning

KDnuggets

Is earning worth learning in today’s data science landscape? Short answer: yes. The long answer calls for an article.

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Is web3 data storage ushering in a new era of privacy?

Dataconomy

For many years, the personal data of billions of people has been stored on centralized servers owned by big tech giants like Google, Amazon, and Facebook. While these international corporations have built monolithic empires through the collection of vast troves of monetizable data – often without transparency or consent – frequent breaches have repeatedly highlighted their vulnerability.

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The Nonprofit Industrial Complex and the Corruption of the American City

Hacker News

What is taking place in America’s most performatively socialist urban areas is that taxes are constantly raised in order to fund public services, resulting in some of the most heavily taxed populations in the country. But this tax revenue is then squandered on private contracts to unaccountable nonprofit organizations whose activities do little to rectify the problems they are nominally being funded to address.

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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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Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications

Machine Learning Research at Apple

We consider the task of animating 3D facial geometry from speech signal. Existing works are primarily deterministic, focusing on learning a one-to-one mapping from speech signal to 3D face meshes on small datasets with limited speakers. While these models can achieve high-quality lip articulation for speakers in the training set, they are unable to capture the full and diverse distribution of 3D facial motions that accompany speech in the real world.

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An Anonymous Source Shared Thousands of Leaked Google Search API Documents with Me; Everyone in SEO Should See Them

Hacker News

On Sunday, May 5th, I received an email from a person claiming to have access to a massive leak of API documentation from inside Google’s Search division. The email further claimed that these leaked documents were confirmed as authentic by ex-Google employees, and that those ex-employees and others had shared additional, private information about Google’s search operations.

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ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models

Machine Learning Research at Apple

Modern diffusion-based image generative models have made significant progress and become promising to enrich training data for the object detection task. However, the generation quality and the controllability for complex scenes containing multi-class objects and dense objects with occlusions remain limited. This paper presents ODGEN, a novel method to generate high-quality images conditioned on bounding boxes, thereby facilitating data synthesis for object detection.

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Possible association between tattoos and lymphoma revealed

Hacker News

Lund University. Our knowledge regarding the long-term health effects of tattoos is currently poor, and there is not a lot of research within this area. Now a research group at Lund University has investigated the association between tattoos and lymphoma.

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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.

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KPConvX: Modernizing Kernel Point Convolution with Kernel Attention

Machine Learning Research at Apple

In the field of deep point cloud understanding, KPConv is a unique architecture that uses kernel points to locate convolutional weights in space, instead of relying on Multi-Layer Perceptron (MLP) encodings. While it initially achieved success, it has since been surpassed by recent MLP networks that employ updated designs and training strategies.

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Why We're Turning Psychiatric Labels into Identities

Hacker News

So you’re on the spectrum, or you’ve got borderline personality disorder, or you’re a sociopath: once you’re sure that’s who you are, you’ve got a personal stake in a very creaky diagnostic system.

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Applying machine learning to improve video translation accuracy

Dataconomy

Video content is the most frequent form of communication. It’s a meeting recording, it’s a short you’re sending your friends, and it can be something much more. In enterprises, it can be used for trainings and onboarding and many other processes. This is where video translation comes in. Imagine a multinational business running onboarding in every country for the same set of skills, over and over, they’d have to record one in several different languages.

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Tesla 'self-driving' technology failed to detect a moving train ahead of a crash

Hacker News

A video viewed millions of times on social media shows a Tesla almost crashing into a train. Documents from Tesla show the car was in Full Self-Driving mode at the time.

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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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Who is CP3? Don’t ask Google…

Dataconomy

Who is CP3? If you trust Google AI Overviews, you might get an answer that makes you spit out your coffee. From absurd basketball tips to culinary disasters, it seems the AI has taken a trip to the Twilight Zone. Ever wondered, “Can you train eight days a week?” or “Should I add glue to my pizza?” Well, Google’s AI has answers, and they’re as wild as they come.

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An adjustable filter that can prevent interference in the range 600 MHz to 6 GHz

Hacker News

Penn Engineers have developed a new tool that could unlock the next generation of wireless networks: an adjustable filter that can successfully prevent interference in high-frequency bands of the electromagnetic spectrum

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Introducing DataCamps AI-Powered Chat Interface: DataLab

KDnuggets

An AI-powered insights platform to go from data to insight!

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Notepad Tab

Hacker News

Write down anything and have it automatically persisted in the address bar and in the browser’s history. Easily back up or share any note by simply copy and pasting the URL.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Why is ChatGPT so slow? Tested ways to fix it

Dataconomy

Slow responses from ChatGPT can be frustrating, especially when you need quick answers or insights. If you’re finding ChatGPT so slow, here are some immediate troubleshooting steps to help you get back to using it efficiently. Why is ChatGPT so slow? Several factors can contribute to ChatGPT’s response time, including server load, the complexity of your query, network latency, and backend processing times.

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How many EV charging stations does the US need to replace gas stations?

Hacker News

The United States could fully transition to electric vehicles in about 20 years. When that happens, we’re going to need a lot of chargers.

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Estudio: 8 de cada 10 defraudadores prevén utilizar IA generativa en 2025

SAS Software

Una encuesta mundial de profesionales antifraude realizada por la ACFE y SAS revela un increíble entusiasmo por la IA generativa, pero estudios de referencia anteriores sugieren una realidad más difícil. La IA generativa ha cautivado la imaginación del público, y su poder y promesa parecen estar a punto de afectar [.] The post Estudio: 8 de cada 10 defraudadores prevén utilizar IA generativa en 2025 appeared first on SAS Blogs.

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Testing quantised inertia on Proxima Centauri

Hacker News

Abstract. The Alpha Centauri system has two close stars Alpha and Beta (A & B) and one much further away: Proxima Centauri.

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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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Handle Long Pause Between Bot Responses Using Dialogflow

Chatbots Life

Why does audio need to be included in interactions between users and bots? In a conversational AI-enabled voice bot, in case of obtaining data from a database or requesting information from LLM models like ChatGPT, Claude, Gemini, or LLaMA, there’s inevitably a delay while waiting for updates or responses, often leading to an awkward pause in the interaction.

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Princeton astrophysicists re-imagine world map (2021)

Hacker News

Princeton Professors J. Richard Gott and Robert Vanderbei, in collaboration with David Goldberg of Drexel University, have designed a two-sided disk that minimizes the flaws of traditional flat maps.

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Demystifying AI: What Is AI and What Is Not AI?

Dataversity

In recent months, particularly following the release of ChatGPT, there has been an unprecedented surge in interest surrounding artificial intelligence (AI). This heightened attention spans across a multitude of sectors, including business enterprises, technology companies, venture capital firms, universities, governments, media outlets, and more. As the interest in AI is intensifying, some companies have even […] The post Demystifying AI: What Is AI and What Is Not AI?

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Should I Use jwts For Authentication Tokens?

Hacker News

No.Not satisfied? Fine, fine. I'll write a longer answer.Let's talk about what we're talking about.

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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.