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Artificial Intelligence & Design

  • by Pedro Pinto
  • 64 blocks • 2 days ago

idcwp0180-drugaACR.pdf

Added by Pedro Pinto
Updated 2 days ago

We introduce AlphaGo Zero, the latest evolution of AlphaGo, the first computer program to defeat a world champion at the ancient Chinese game of Go. Zero is even more powerful and is arguably the strongest Go player in history. Previous versions of AlphaGo initially trained on thousands of human amateur and professional games to learn how to play Go.

AlphaGo Zero: Learning from scratch |...

Added by Pedro Pinto
Updated 3 days ago

I often get asked how AI will affect jobs. Everyone who drives for a living knows their job is going to vanish eventually. Coffee shop baristas are in similar jeopardy: just stop by the fully robotic CafeX kiosk in San Francisco to experience that yourself.

AI and Our Kids: Raising Centaurs -...

Added by Pedro Pinto
Updated 5 days ago

a hardware-accelerated machine intelligence library for the web

deeplearn.js

Added by Pedro Pinto
Updated 9 days ago

Designing Intelligence is a book that outlines a Design Thinking approach to Automated Systems Design

Designing Intelligence

Added by Pedro Pinto
Updated 9 days ago

But first - introductions: Hi there 👋 Why on earth is my perspective relevant? Well, I'm a designer gone product manager at BotSupply, where we work with AI, computer vision, NLP, conversational interfaces and design on an everyday basis. Phew. Formalities = done 👌 So let's talk about the fun stuff, shall we?

Designing for AI - why & how -...

Added by Pedro Pinto
Updated 9 days ago

Designing Intelligence is a book that outlines a Design Thinking approach to Automated Systems Design

Designing Intelligence

Added by Pedro Pinto
Updated 10 days ago

AI can offer amazing user experiences when it's well designed-from more effective spam filters to digital assistants that understand the nuances of your voice. But according to interaction designer and Carnegie Mellon professor John Zimmerman, many UX designers are utterly unprepared to design this new wave of AI-centered interfaces.

Designers Aren't Prepared To Make...

Added by Pedro Pinto
Updated 17 days ago

AI is in desperate need of designers-in part, because machine learning products often originate in the world of research, where design principles are rarely applied. Closing the gap between researchers and designers is the goal of Google's People + AI Research (PAIR) initiative, which launched earlier this summer.

3 Problems With AI That Only Design Can...

Added by Pedro Pinto
Updated 19 days ago

This article explores how AI can disrupt and augment the design process.It is a write-up of a talk I gave at Women of Silicon Valley 2017 Conference. AI is coming to get us and everyone knows that. The Singularity - the predicted moment when computer intelligence surpasses human intelligence - is right around the corner.

AI ❤ Design - Machine Learnings

Added by Pedro Pinto
Updated 20 days ago

At Facebook, AI is everywhere. Behind the scenes, AI helps make Facebook smarter and easier to use. We use it to help translate text so people can understand each other better, to recognize what's in images so visually impaired people can "see" the photos their friends post, and to filter out undesirable content like spam.

Designing with AI - Elegant Tools -...

Added by Pedro Pinto
Updated 20 days ago

As a designer its crucial to understand the technology you're working with in order to know its limitations and capabilities. Smashing Magazine agrees with me on this. The tricky thing is that most resources for learning new technologies are made by technicians for technicians.

How to Learn Machine Learning as a...

Added by Pedro Pinto
Updated 21 days ago

Every day, there's something new to read about AI's exponentially expanding capabilities. But how deep is today's 'deep learning' really? Aiva, an AI-powered music composer, suggests algorithms are capable of remarkable creativity. Google Translate's invention of its own interlingua -the ability to translate between two languages it has not yet been trained to interpret-may lead some to fear the machines are on the brink of autonomy.

frog

Added by Pedro Pinto
Updated a month ago

More than 80 per cent of the TV shows people watch on Netflix are discovered through the platform's recommendation system. That means the majority of what you decide to watch on Netflix is the result of decisions made by a mysterious, black box of an algorithm. Intrigued? Here's how it works.

This is how Netflix's top-secret...

Added by Pedro Pinto
Updated a month ago

Successful companies address customer needs better than the competition. However before you can address customer needs, you must first identify them. "What are my customers' needs? And how can I address them better than the competition?" are the ultimate strategic questions every CEO should ask daily.

Why Artificial Intelligence Is the...

Added by Pedro Pinto
Updated 2 months ago

Algorithmic music composition has developed a lot in the last few years, but the idea has a long history. In some sense, the first automatic music came from nature: Chinese windchimes, ancient Greek wind-powered Aeolian harps, or the Japanese water instrument suikinkutsu.

Neural Nets for Generating Music -...

Added by Pedro Pinto
Updated 2 months ago

Annie and Jon join us for a speculative discussion about the future of design. Will artificial intelligence and machine learning replace us in the future? How will we develop taste in automated system

Episode 19: A Human Podcast - Working...

Added by Pedro Pinto
Updated 2 months ago

At the moment, only about 12-15% of the engineers who are building the internet and its software are women. Here are a couple examples that illustrate why this is such a big a problem: Do you remember when Apple released its health app a few years ago?

Why we desperately need women to design...

Added by Pedro Pinto
Updated 2 months ago

Designers today most likely have been designing for products that use some level of AI for automation. We have been designing in the first stage of AI, artificial narrow intelligence. To get to the second stage of AI, artificial general intelligence, we need user data. Lots of it.

Design makes AI smarter - uxdesign.cc

Added by Pedro Pinto
Updated 2 months ago

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