Getting Simple
Getting Simple
Nono Martínez Alonso
#21: Cristóbal Valenzuela — Machine Learning for Creators
1 hour 7 minutes Posted Jul 18, 2019 at 6:00 am.
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0:00
1:07:53
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Show notes
Technologist and artist Cristóbal Valenzuela on powering your creative work with artificial intelligence, co-founding RunwayML to put machine learning in the hands of creators, and his take on simple living and creativity.
Cristóbal Valenzuela is a technologist, artist and software developer interested in the intersection between artificial intelligence and creative tools. He is co-founder of Runway and researcher at New York University ITP.
Previously, he co-founded Latent Studio, a creative studio specializing in machine learning and artificial intelligence. He also contributes to OSS and helps maintain ml5.js. His work has been sponsored by Google and the Processing Foundation and his projects has been exhibited in Latin America and the US, including NeurIPS, Santiago Museum of Contemporary Art, ARS Electronica, GAM, ACADIA, Fundación Telefonica, Lollapalooza, NYC Media Lab, New Latin Wave, DOCLAB, Inter-American Development Bank, Stanford University and New York University.
Connect with Cristóbal on his website, Twitter (@c_valenzuelab), or GitHub (@cvalenzuela).
Favorite quotes
"For me, simplicity is anything that allows you to concentrate your energy on meaningful tasks so you don't spend time around things that are not necessary."
"Simple is hard to get and understand. There's no simplicity law."
"Being surrounded by people that are not in your field [and things] not related to what you do often, not common to your day to day [makes me more creative]."
"The main idea of Runway is to enable creative people to use and benefit from artificial intelligence in a way that's common to a language they understand."
"Anyone can do anything [with the right mindset and time]."
"We are on the verge of a new creative revolution. [Machine intelligence] is producing radical changes in the way digital content is made, understood, and processed, unfastening previously unimagined ways of creating."
Links
NYU ITP
Runway ML
Machine learning
ml5.js
Processing
Processing.py
Processing for Android
p5.js
Processing Foundation
Google Summer of Code‌
The origins of ml5.js (article)
TensorFlow.js (formerly deeplearn.js)
Canvas API
MNIST
LSTM (Long short-term memory)
Style transfer
Pix2Pix
PoseNet
im2txt
GAN (Generative adversarial networks)
Ars Electronica
Inaccurate Collaborations (project)
Marrow (project)
Lobe.ai
Sketching Interfaces
Google PAIR
Naming ml5 (and other name ideas)
Rest of you (video)
iTerm (app)
Visual Studio Code (app)
Paperspace
Clear (app)
How to make your iPhone black and white (article)
The New Yorker
Building accessible tools for artists by Cris (article)
Books
Winners Take All: The Elite Charade of Changing the World by Anand Giridharadas (book)
People mentioned
Daniel Shiffman
Yining Shi
Dan Oved
Alejandro Matamala Ortiz
Anastasis Germanidis
Shirin Anlen
Gene Kogan
Mario Klingemann
Memo Akten
Hana Davis
Mimi Onuoha
David Ha
Martin Wattenberg
Fernanda Viegas
Daniel Smilkov
Nikhil Thorat
Kyle McDonald
Jabrils
Daniel O'Sullivan
Carolina Pino
Nathan Melenbrink
Episode notes
Intro. [
Cristóbal Valenzuela. [
ml5 - Learn about the origins of ml5. [
Naming ml5 - How did the name come to be? [
Experiments. [
Open source. [
Runway. [
Exposing it to people - What would happen if I expose the scripts I use to automate my process to more people? [
Runway's roadmap. [
Projects. [
Machine learning. [
Visual artists. [
Other companies. [
Cristobal Valenzuela. [
Day-to-day. [
Commute. [
Exercise. [
Meditative moments. [
Simple living. [
Complexity. [
Hobbies. [
Book recommendations. [
Artificial intelligence on simplicity. [
Your contribution to artificial intelligence. [
Ideal work. [
Starting a startup. [
Focus, flow, and music. [
Distractions. [
Work-in-progress. [
Creativity. [
Serendipity? [
@c_valenzuelab [
Ideas. [
Deliberate practice. [
Digital tools. [
The sandbox folder. [
Favorite user interface. [
Simplicity. [
Intuitive. [
Healthy tech. [
Addictive tech - What decisions (and where should they be made) to make technology healthier? [
Measuring "success" [
Disconnect. [
Boredom. [
Email. [
Away from the screen. [
Money. [
A positive purchase. [
Clothing. [
Physical clutter. [
Traveling light. [
Personal success. [
A message to yourself. [
A sentence to the world. [
Worries. [
Impostor syndrome. [
Habit-changing software. [
Environment. [
Connect with Cris. [
New York vs Chile. [
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Show notes, transcripts, and past episodes at gettingsimple.com/podcast.
Theme song Sleep by Steve Combs under CC BY 4.0.
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