AI meets Design - Tony Aubé at WAQ17
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AI meets Design - Tony Aubé at WAQ17
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Watch with English closed captions: https://youtu.be/zifGZaFRKL8 In this talk, I explain how AI is going to transform design in the upcoming years. By the end of this talk, you should have a good understanding of what is AI and how it works, how it is being used in creative ways right now, and how it will affect your life as a designer in the upcoming years. Follow me on: Twitter: https://twitter.com/aubetony Medium: https://medium.com/@tonyaub This talk was given on April 6, 2017, at Web à Quebec, in Quebec city: https://webaquebec.org/programmation/design-intelligence-artificielle
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AI meets Design - Tony Aubé at WAQ17
- Tony Aubé M.A., Interaction Design, Université Laval Motion Designer, Université Laval Lead Web/Motion designer, Unik Média
- www.playosmo.com
- www.playosmo.com
- Why AI?
- Punch Cards Command Line Babbage Engine Main frame AI AR/VR EEG Humanization of HCI GUI
- Artificial Intelligence
- How it works? Examples Impact for designers?
- Chatbot
- History
- AI is 20 years away… 1950, 1960, 1970, 1980 ”“
- 1980
- AI Winter 1990
- Yann Lecun Geoff Hinton Yoshua Bengio
- “Canadian Mafia” of AI
- Yann Lecun Geoff Hinton Yoshua Bengio
- Today
- IA is everywhere
- Siri, Amazon Echo, Google Home
- “AI first”
- 2015: 2700 projects 2012: 5 projects
- $
- $625,000,000 2016
- $1,875,000,000 2017 $625,000,000 2016
- AI is probably the biggest item in the near-term that’s likely to affect humanity AI is the new electricity — Andrew Ng, founder, Google Brain — Elon Musk
- AI Winter
- Eternal Spring
- How it works?
- Example: Face Recognition
- • Nature • Evolution
- Neural Network
- 800,000 neurons
- Machine Learning Deep Learning :)
- :)
- :):)
- :) Supervised Learning
- Neuroevolution
- Evolution & natural selection
- Organism
- Organism Reproduction/Mutation
- Organism Reproduction/Mutation Natural Selection
- Organism Reproduction/Mutation Natural Selection Repetition
- Example
- +
- • Neural Networks • Machine/Deep Learning • Neuroevolution
- Human vs AI
- Too much data1.
- 5-10 minutes
- 3,000,000 articles per minutes IBM Watson
- Too much data 2. 1. Tired
- Too much data 2. 3. 1. Memory Tired
- Too much data 2. 3. 4. 1. Memory Connectivity Tired
- :( :( :( :)
- :) :) :) :)
- Too much data 2. 3. 4. 1. Memory Connectivity Tired
- Design?
- IA can create
- Writing
- A shallow magnitude 4.7 earthquake was reported Monday morning five miles from Westwood, California, according to the U.S. Geological Survey. The temblor occurred at 6:25 a.m. Pacific time at a depth of 5.0 miles. According to the USGS, the epicenter was six miles from Beverly Hills, California, seven miles from Universal City, California, seven miles from Santa Monica, California and 348 miles from Sacramento, California. In the past ten days, there have been no earthquakes magnitude 3.0 and greater centered nearby. This information comes from the USGS Earthquake Notification Service and this post was created by an algorithm written by the author. Read more about Southern California earthquakes.
- Almost free 2,000 articles/seconds Runs 24/7
- Musique
- .com
- Nebulous Balance Cinematic - Sci-fi - 1:30
- 1,000,000+ pieces Man-made quality Unique Free
- Style Transfer
- + Adobe
- 3D
- Music Text Modern English Shakespeare I will bite thee by the ear for that jest. I’ll bite you by the ear for that joke.
- High quality Style Transfer in real time Style Transfer for all media types Style Transfer in all creation tools Prediction
- Adobe
- Make design accessible to anyone“ ”
- #SkyReplace
- #ColorChameleon
- #ConceptCanvas
- Generative Design
- Evolution & natural selection
- Dreamcatcher
- Dimensions Weight Materials Aerodynamic
- - Lighter - Larger
- More like this
- 10x more resistant 10x lighter
- Design process Idea Drawing Prototype Test Iterate Result
- Design process
- Design process Idea Result
- Accessible Fast Optimal results Humanly inconceivable solutions
- Advertising
- Dimensions, materials, weight, etc. Conversion rate
- GARY COBYDirector of Advertising at RNC and Trump for President
- 70% 5000 data points american population
- A/B TESTING ON STEROIDS ”“
- 150,000 ads per day
- Graphic Design
- 2 000 000+ logo created so far avg. customer rating
- Dreamcatcher Sensei
- Infinite Instantaneous Free or really cheap Quality equal or superior to human
- Is it the end of designers?
- Share
- Fan Hui
- 633rd world ranking
- 633rd Top 300
- Evolution of our tools
- 20%
- New Approach
- Intelligent Design Evolution
- Creation Discovery (with IA)
- Role Change
- Mentor
- Designer AI
- Team Work
- Democratization of design
- I’ll know it when I see it“ ”
- Jobs Salary
- Small Business Owners
- Jobs
- 47%Jobs replaced by 2034
- Special Creative Snowflake
- Special Creative Snowflake
- Stop AI?
- = Solving problems Technology
- Merci
- Tony Aubé hello@tonyaube.com @aubetony medium.com/@tonyaub playosmo.com
- Truth
- #VoCo
- #VoCo
- Face2Face
- La caméra ne ment pas.
- “Alternative Facts”
- Bullshit
- Beautifying Apps