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garrettc : artificialintelligence   49

Pattern Radio: Whale Songs
Use AI to explore thousands of hours of humpback whale songs and make your own discoveries
audio  sound  cetacean  artificialintelligence  machinelearning  google  science  ocean 
7 days ago by garrettc
A People's Guide to AI
"Systems that use artificial intelligence are quietly becoming present in more and more parts of our lives. But what does this technology really mean for people, both right now and in the future?"
guide  artificialintelligence  machinelearning  introduction  learning  education 
december 2018 by garrettc
Practical AI
A practical approach to learning machine learning with Python and notebooks.
python  machinelearning  artificialintelligence  notebook 
december 2018 by garrettc
Untold AI: Poster
"As of this posting, the Untold AI analysis stands at 11 posts and around 17,000 words. (And there are as yet a few more to come. Probably.) That’s a lot to try and keep in your head. To help you see and reflect on the big picture, I present…a big picture."
scifi  artificialintelligence  data  report  research  fiction 
july 2018 by garrettc
Moravec's paradox
Moravec's paradox is the discovery by artificial intelligence and robotics researchers that, contrary to traditional assumptions, high-level reasoning requires very little computation, but low-level sensorimotor skills require enormous computational resources.
brain  intelligence  artificialintelligence  paradox 
may 2018 by garrettc
Untold AI: Tone over time
"When we begin to look at AI stories over time, as we did in the prior post and will continue in this one, one of the basic changes we can track is how the stories seem to want us to feel about AI, or their tone. Are they more positive about AI, more negative, or neutral/balanced?"
artificialintelligence  critique  analysis  writing  cinema  film  sciencefiction 
april 2018 by garrettc
A Basic Lack of Understanding
How does artificial intelligence actually work, and what are its limitations?
artificialintelligence  machinelearning  programming  science  humanity  society 
april 2018 by garrettc
Letting neural networks be weird
"Machine learning algorithms are not like other computer programs. In the usual sort of programming, a human programmer tells the computer exactly what to do. In machine learning, the human programmer merely gives the algorithm the problem to be solved, and through trial-and-error the algorithm has to figure out how to solve it.

[…]

But it doesn’t always work well. Sometimes the programmer will think the algorithm is doing really well, only to look closer and discover it’s solved an entirely different problem from the one the programmer intended."
machinelearning  artificialintelligence  bugs  learning 
april 2018 by garrettc
Preparing for Malicious Uses of AI
"We've co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these threats."
future  security  artificialintelligence  machinelearning  threat 
february 2018 by garrettc
Doxel - Artificial Intelligence for Construction Productivity - Doxel AI
Software that inspects quality and tracks progress so you can react in minutes, not months.
machinelearning  artificialintelligence  construction  robotics  robot 
january 2018 by garrettc
The Stanford Question Answering Dataset
"Stanford Question Answering Dataset (SQuAD) is a new reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage. With 100,000+ question-answer pairs on 500+ articles, SQuAD is significantly larger than previous reading comprehension datasets."
data  datascience  machinelearning  artificialintelligence  comprehension 
january 2018 by garrettc
Turning Design Mockups Into Code With Deep Learning
"In this post, we’ll teach a neural network how to code a basic a HTML and CSS website based on a picture of a design mockup. Here's a quick overview of the process."
deeplearning  machinelearning  artificialintelligence  webdesign  webdevelopment  automation  mockup  html  css 
january 2018 by garrettc
TensorFlow
An open-source software library for Machine Intelligence
machinelearning  opensource  artificialintelligence  neuralnetworks  software  programming 
january 2018 by garrettc
Caffe
Caffe is a deep learning framework made with expression, speed, and modularity in mind.
deeplearning  framework  machinelearning  software  artificialintelligence  neuralnetworks  programming 
january 2018 by garrettc
Caffe2
A New Lightweight, Modular, and Scalable Deep Learning Framework
machinelearning  artificialintelligence  deeplearning  python  c++ 
november 2017 by garrettc
Fooling Neural Networks in the Physical World with 3D Adversarial Objects
We've developed an approach to generate 3D adversarial objects that reliably fool neural networks in the real world, no matter how the objects are looked at.
machinelearning  artificialintelligence  3dprinting  technology 
november 2017 by garrettc
prosthetic knowledge
Progressive Growing of GANs for Improved Quality,...
art  machinelearning  artificialintelligence  generator  gan 
november 2017 by garrettc
The Juvet Agenda
Artificial intelligence? It’s complicated. It’s the here and now of hyper-efficient algorithms, but it’s also the heady possibility of sentient systems.
artificialintelligence  society  machinelearning  designthinking 
october 2017 by garrettc
AI Experiments
A showcase for simple experiments that make it easier for anyone to start exploring machine learning, through pictures, drawings, language, music, and more.
demo  research  artificialintelligence  machinelearning  google 
october 2017 by garrettc
The Seven Deadly Sins of AI Predictions
Mistaken extrapolations, limited imagination, and other common mistakes that distract us from thinking more productively about the future.
future  artificialintelligence  technology 
october 2017 by garrettc
Types of AI: From Reactive to Self-Aware
Computing advances have fueled the evolution of AI. Here's a look at the 4 types of artificial intelligence.
artificialintelligence  computing  science  psychology 
october 2017 by garrettc
What is AI? Not even the experts agree on the answer
I get bored with folks who don't understand my field of study too - 'Stop pretending you really know what AI is...'
machinelearning  artificialintelligence  software  business  technology 
september 2017 by garrettc
A Dozen Times Artificial Intelligence Startled The World
"Generative Adversarial Networks (GANs) are some of the most fascinating ways to “teach” computers to do human tasks."
artificialintelligence  neuralnetworks  google  gan 
august 2017 by garrettc
A Beginner’s Guide to AI/ML 🤖👶 – Machine Learning for Humans – Medium
The ultimate guide to machine learning. Simple, plain-English explanations accompanied by math, code, and real-world examples.
machinelearning  datascience  neuralnetworks  programming  artificialintelligence 
august 2017 by garrettc
Google is using AI to create stunning landscape photos using Street View imagery
Google’s latest artificial intelligence experiment is taking in Street View imagery from Google Maps and transforming it into professional-grade photography through post-processing — all without a...
google  photography  artificialintelligence  art  machinelearning 
july 2017 by garrettc
Thoughts on the UX of Bots
In the course of her research, Anne Cathrine Saarem asked me to answer several questions about user perceptions and interactions with bots. Here are my extended responses.
userexperience  userinterface  chat  chatui  chatbot  machinelearning  artificialintelligence 
june 2017 by garrettc
Design in the Era of the Algorithm
The design and presentation of data is just as important as the underlying algorithm. Algorithmic interfaces are a huge part of our future, and getting their design right is critical—and very, very hard to do.
design  future  machinelearning  artificialintelligence  designthinking 
june 2017 by garrettc
AI Toolkits: A Primer – Edd Wilder-James – Medium
If you’re not an AI specialist, but trying to understand the area, it helps to know the major tools that data scientists use to create AI systems.
programming  business  artificialintelligence  software  toolkit 
may 2017 by garrettc
Why Cosabella replaced its agency with AI and will never go back to humans
In October, lingerie retailer Cosabella replaced its digital agency with an AI platform named "Albert". Since then it has more than tripled its ROI and increased its customer base by 30%.
artificialintelligence  advertising 
march 2017 by garrettc
Logojoy
A logo maker that uses artificial intelligence
business  design  logo  artificialintelligence  automation 
december 2016 by garrettc
Logojoy | Make a Logo Design Online
Logojoy is a logo maker that uses artificial intelligence, so it feels like you're working with a real designer and the results are amazing.
design  logo  webapp  artificialintelligence  designthinking 
december 2016 by garrettc
Think your job is safe from the robo-uprising? Think again
The position of specialised professionals is coming to an end - machine learning and AI is set to change it
artificialintelligence  machinelearning  business  creativity  future  designthinking 
december 2016 by garrettc
Beyond humans, what other kinds of minds might be out there?
From algorithms to aliens, could humans ever understand minds that are radically unlike our own?
science  philosophy  intelligence  artificialintelligence  space  aliens 
october 2016 by garrettc
Moral Machine
A platform for public participation in and discussion of the human perspective on machine-made moral decisions
future  ethics  driving  machinelearning  artificialintelligence 
october 2016 by garrettc
Crowdflower
"Training data, machine learning, and human-in-the-loop in a single, essential platform for data science teams."
artificialintelligence  machinelearning  crowdsourcing  data 
september 2016 by garrettc
H is for Hawk, MI is for Machine Intelligence
"Quotes from the excellent “H is for Hawk” by Helen MacDonald with “Hawk” replaced with “Machine Intelligence” “The world she lives in is not mine. Life is faster for her; time runs slower. Her eyes can follow the wingbeats of a bee as easily as ours follow the wingbeats of a bird. What is she seeing…"
animals  artificialintelligence  machinelearning  machineintelligence 
june 2016 by garrettc
TensorFlow for Poets
"I’m going to present a walk-through that takes you from a clean OS X laptop all the way to classifying your own categories of images."
machinelearning  deeplearning  docker  tutorial  tensorflow  artificialintelligence 
march 2016 by garrettc
OK Computer: how to work with automation and AI on the web
"Automated systems powered by new breakthroughs in Artificial Intelligence will soon begin to have an impact on the web industry. People working on the web will have to learn new design disciplines and tools to stay relevant. Based on the talk “OK Computer” that I gave at a number of conferences in Autumn 2015."
artificialintelligence  data  science  userinterface 
november 2015 by garrettc
A Worm's Mind In A Lego Body
"The nematode worm Caenorhabditis elegans (C. elegans) is tiny and only has 302 neurons. These have been completely mapped and the OpenWorm project is working to build a complete simulation of the worm in software. One of the founders of the OpenWorm project, Timothy Busbice, has taken the connectome and implemented an object oriented neuron program."
lego  networks  artificialintelligence  simulation 
november 2014 by garrettc

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