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Google AI BlogLLMs

Croissant: a metadata format for ML-ready datasets

Posted by Omar Benjelloun, Software Engineer, Google Research, and Peter Mattson, Software Engineer, Google Core ML and President, MLCommons Association <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj09uSTHgWmPgOkD9W1nZZj5i8uW_-pgxm-T1O5PSacF-EKvHIeIwhMr7Rgft7O3A2Rk94GWe8WboO3dUlxrqt1xz9x4I2aMKJxCUtUkR2eukbsIa8xVyAAN_LJJyMABxRqJuktFkyfhoWPDMQK3O-XgbQNJXzAILlWl3su0fd-Q_uZ-8r5r_uAU2P4srnP/s1600/CroissantHero.png" style="disp

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Croissant: a metadata format for ML-ready datasets
Tailwind CSS BlogDev & Frontend

Open-sourcing our progress on Tailwind CSS v4.0

We just tagged the first public v4.0.0-alpha so you can start experimenting with it and help us get to a stable release later this year.

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Open-sourcing our progress on Tailwind CSS v4.0
The Gradient

Do text embeddings perfectly encode text?

'Vec2text' can serve as a solution for accurately reverting embeddings back into text, thus highlighting the urgent need for revisiting security protocols around embedded data.

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Do text embeddings perfectly encode text?
Google AI BlogLLMs

Google at APS 2024

Posted by Kate Weber and Shannon Leon, Google Research, Quantum AI Team Today the <a href="https:/

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Google at APS 2024
UXmatters

Conversational AI Search Engines: Implications for Usability and the User Experience

By Silvia Podesta In February 2024, Fast Company [1] reported on the rise of conversational AI search engines. Large language models (LLM) power these tools, which can answer users’ questions by retrieving and summarizing information from the Internet. Since the rise of generative AI, several conversational AI search applications have cropped up online. Academic and scientific research is spearheading a wave of experimentation in this field. [2] Frenzied enthusiasm exists around what seems to be

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UXmatters

Designing for Mobile Accessibility: Enhancing the User Experience on Small Screens

By Magnus Eriksen In the span of just a few years, mobile devices have gone from being useful gadgets to essential lifelines. They seamlessly bridge the gap between the physical and digital realms, making information and services readily accessible to their users at all times. And yet, our appreciation of this convenience often overlooks a crucial aspect of the user experience: mobile accessibility. It’s vital to understand that designing for mobile isn’t just about aesthetics or functionality;

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UXmatters

Fostering Inclusive Design in Industrial Automation, Part 2

By Jonathan Walter and Amber Westlund In Part 1 of this series, we defined inclusive design and acknowledged its ever-growing impact, including on industrial automation. We then described inclusive design challenges in industrial automation and previewed how we solve them. Now, in Part 2, we’ll delve more deeply into a few of these design solutions, focusing on the following efforts: considering diverse human factors in designing hardware evolving our terminology to be more inclusive weaving acc

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UXmatters

Harnessing the Power of User-Generated Content in eCommerce

By Danika Kimball In the world of ecommerce, creating a seamless, highly engaging user experience is paramount. One thing that can significantly enhance the user experience is user-generated content (UGC). UGC encompasses a wide range of content, including customer reviews, photos, videos, and social-media interactions, all of which can transform the way users interact with an online store. In this article, I’ll explore how ecommerce companies can harness UGC to create more captivating and trust

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UXmatters

Achieving Design Collegiality While Maintaining Psychological Safety

By Pratik Joglekar Creating a collaborative, inclusive atmosphere on a Design team is essential to promoting psychological safety and the mental well-being of all team members. This requires fostering open communication and mutual respect, while developing a harmonious, supportive ambiance that encourages creativity and originality. Cultivating a safe space in which colleagues can freely share their ideas and perspectives and take risks requires offering constructive criticism in a nonjudgmental

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Blog - Singularity Weblog

The Future of Humanity and AI with Nikola Danaylov: A Deep Dive into Ethics, Culture, and Technology

In this episode of ‘This Week in NoCode‘, hosts J.J. Englert and David Pal delve into a comprehensive discussion on the future of AI, humanity’s ethical and cultural challenges, and the impact of technology on our society with guest Nikola Danaylov, a futurist, strategic advisor, and host of the Singularity FM podcast. Nikola, also known […]

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A List Apart

The Wax and the Wane of the Web

I offer a single bit of advice to friends and family when they become new parents: When you start to think that you’ve got everything figured out, everything will change. Just as you start to get the hang of feedings, diapers, and regular naps, it’s time for solid food, potty training, and overnight sleeping. When you figure those out, it’s time for preschool and rare naps. The cycle goes on and on. The same applies for those of us working in design and development these days. Having worked on t

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Andrew Chen

How to break into Silicon Valley

(Above: No, it doesn’t really look like this — and yes it’s mostly office parks and tech billboards. But I like to pretend) You’ll never regret spending time in SF If you work in tech, you’ll never regret spending 3-5 years in the Bay Area. This is advice I’ve been giving to people for years, and […]

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How to break into Silicon Valley
The Gradient

Why Doesn’t My Model Work?

Have you ever trained a model you thought was good, but then it failed miserably when applied to real world data? If so, you’re in good company.

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Why Doesn’t My Model Work?
Signal Blog

Keep your phone number private with Signal usernames

Signal’s mission and sole focus is private communication. For years, Signal has kept your messages private, your profile information (like your name and profile photo) private, your contacts private, and your groups private – among much else. Now we’re taking that one step further, by making your phone number

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Blog on Text Analytics - Provalis Research

Introducing WordStat 2024

Provalis Research is pleased to announce the release of WordStat 2024. This new version implement an important speed improvement on the initial text processing. On large numbers of small documents, it can up to 3 times faster than before. WordStat 2024 also offers several new features such as: A new data transformation feature using WordStat […]

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Dan Luu

Diseconomies of scale in fraud, spam, support, and moderation

If I ask myself a question like "I'd like to buy an SD card; who do I trust to sell me a real SD card and not some fake, Amazon or my local Best Buy?", of course the answer is that I trust my local Best Buy 1 more than Amazon, which is notorious for selling counterfeit SD cards. And if I ask who do I trust more, my local reputable electronics shop (Memory Express, B&H Photo, etc.), I trust my local reputable electr

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React BlogDev & Frontend

React Labs: What We've Been Working On – February 2024

In React Labs posts, we write about projects in active research and development. We’ve made significant progress since our last update, and we’d like to share our progress.

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A List Apart

Opportunities for AI in Accessibility

In reading Joe Dolson’s recent piece on the intersection of AI and accessibility , I absolutely appreciated the skepticism that he has for AI in general as well as for the ways that many have been using it. In fact, I’m very skeptical of AI myself, despite my role at Microsoft as an accessibility innovation strategist who helps run the AI for Accessibility grant program. As with any tool, AI can be used in very constructive, inclusive, and accessible ways; and it can also be used in destructive,

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Dan Luu

Why it's impossible to agree on what's allowed

On large platforms, it's impossible to have policies on things like moderation, spam, fraud, and sexual content that people agree on. David Turner made a simple game to illustrate how difficult this is even in a trivial case, No Vehicles in the Park . If you haven't played it yet, I recommend playing it now before continuing to read this document. The idea behind the site is that it's very difficult to get people to agree on what moderation

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Google AI BlogLLMs

Graph neural networks in TensorFlow

Posted by Dustin Zelle, Software Engineer, Google Research, and Arno Eigenwillig, Software Engineer, CoreML Objects and their

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Graph neural networks in TensorFlow
Andrew Chen

Startups need dual theories on distribution and product/market fit. One is not enough

It’s hard to be a product without a strong theory of distribution Here’s a common startup situation. A team busts their ass for months building the first version of their product. It’s almost done. Now a big question emerges — how do you get the first people to use your product? Hmm… If you find […]

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Startups need dual theories on distribution and product/market fit. One is not enough
Andrew Chen

Every time you ask the user to click you lose half

Every time you ask the user click you lose half of them. (And this why tutorials, splash screens, and lengthy signup flows are a bad idea) If you’ve been building apps for a long time and have seen the results of a lot of A/B tests, you quickly realize that people are a flighty bunch. […]

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Every time you ask the user to click you lose half
Google AI Blog

A decoder-only foundation model for time-series forecasting

<span class="byline-author">Posted by Rajat Sen and Yichen Zhou, Google Research</span> <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjLAVI4q3e6yNyTPTCFiLZVQfFm71GOX1TosHg_Sb8M6tVSO1hyphenhyphenZccOlufnqSuXP1rVWHmqHcely6fgW1vex4JdxenniJcaJ7TOomZolUFut8RUdxnOFZDrbt0hrIHkcrK7rl6cq5-kUuWGrOYqIirPAKtnf4vMDauPX4lFAz2PQjiqzqHxMna7eja9gOF/s320/hero.jpg" style="display: none;" /> <p> <a href="https://en.wikipedia.org/wiki/Time_series">Time-series</a> forecasting is ubiquitous in

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A decoder-only foundation model for time-series forecasting
Google AI Blog

Intervening on early readouts for mitigating spurious features and simplicity bias

<span class="byline-author">Posted by Rishabh Tiwari, Pre-doctoral Researcher, and Pradeep Shenoy, Research Scientist, Google Research</span> <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgdBd5rMRA2U1nd8fetuEweTgmHncn49ASMQtPlm6dfsr5V29RwsoUR8UtK4B7oSE1eiIdW-vD-gjCUK4tGZTbsY4XdO0adL2YtAjpgbF1S3mL_Jw3f31SwLKYUtCOLJ807gdXdRmD5iVsrtc_Ii-BiqQacv89vbtRbNAIINa9PhKAF_sDAZu09FLs4599T/s1600/SiFer%20Hero.png" style="display: none;" /> <p> Machine learning models in the real world ar

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Intervening on early readouts for mitigating spurious features and simplicity bias
Google AI Blog

MobileDiffusion: Rapid text-to-image generation on-device

<span class="byline-author">Posted by Yang Zhao, Senior Software Engineer, and Tingbo Hou, Senior Staff Software Engineer, Core ML</span> <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOndf55Pc7tkXJektbVBEYRsOlxbUVui2uwOdXvuHj9cNpoNw2One4-68fqFNl2_fvv11CcgYfoI1XVQIkpjA9DosaOeqdkIRj9aZZJNoDy8KqB_XCVDtDd_EvT5UGL2ZhXvL2PU3RjN8XBjI0eQe8VIJCKI0-20AG0TKGK58mO9tBZa80P58KSjTU_liK/s1600/InstantTIGO%20hero.png" style="display: none;" /> <p> Text-to-image <a href="https://arxiv.org/a

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MobileDiffusion: Rapid text-to-image generation on-device
Andrew Chen

Why the worst users come from referral programs, free trials, coupons, and gamification

Above: Many small business figured out the hard way why coupon sites generate worse users Incentive programs often don’t perform The people you attract with referral programs, free trials, coupons, and gamification — folks who are “incentivized” as a broad umbrella category — are usually MUCH WORSE than organic ones. Worse LTVs, worse conversion, less […]

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Why the worst users come from referral programs, free trials, coupons, and gamification
A List Apart

I am a creative.

I am a creative. What I do is alchemy. It is a mystery. I do not so much do it, as let it be done through me. I am a creative. Not all creative people like this label. Not all see themselves this way. Some creative people see science in what they do. That is their truth, and I respect it. Maybe I even envy them, a little. But my process is different—my being is different. Apologizing and qualifying in advance is a distraction. That’s what my brain does to sabotage me. I set it aside for now. I c

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