Goals are qualitative
Specifications are quantitative
Constrained by time energy and money
Desirable to design AI to search for solution
4-color theorem (planar graph or map => you can use minimum of 4 colors to paint the map so that no touching have same color)
=> Computer exhaustive search to prove it
Eliminate impossible solution paths
Design data-collection efforts so most useful can be extracted
Ex How many fire victims in US every year
==> Look for statistics that formulate solution/problem
Subdivide problem into goals
Fisher space pen is gas charged ballpoint pen works in zero gravity, vacuum, extreme temp
Pencils can explode
CUDA (Compute Unified Device Architecture)
(kyooda, not cooda)
Microlearning
Tensor Processing Unit (ASIC)
Makes tensorflow etc more efficient
Heat problem
Life 3.0
What do we want to happen? ==> Make it happen
Our now is by design
Much more than going to YouTube to learn
Psychology, emotional intelligence
Futurama
Tree of Life
Three-domain system (archaea, ..., ...)
AlphaZero beats because Bottom-Up learning
Cold Chain and Retail Shelving
If you put two product next to each other, it's customer experience (put the beer and diapers next to each other)
Amazon Go
No checkout lines
Ocado
Soft hands
Unmanned Aircraft System (UAS)
Amazon "Flying the crowded skies"
Cocktail Party Problem
Humans evolved to focus on a conversation
Perceptual load theory - Nilli Lavie (solving cocktail party problem)
Preloading (already determine in beginning that don't want to listen)
Sometimes we wait and determine when boring
Planet Monitoring
Planet Labs provide broad-coverage imagery through Planet Platform'
In conjunction with India
India launched > 100 satellites in one rocket
Why no satellite pick up when Malaysia flight disappear?
Sometimes solution not in your domain, so need to keep an open mind
Walabot lets you see behind wall
Measure App to measure things
Apple ARKit
Contributions (what are they about)
Tell class you know something not in the lecture
Mixed reality = vr + ar
Brain Computer Interface (BCI)
Low-Latency Tactile Internet
Haptic perception can be kinesthetic or tactile perception
Example of handshakes with or without wearing gloves
IEEE standards project P1918.1 (standardizing definition of tactile internet)
IEEE Standards University
Blockchain
Wojciech Jastrzębowski coined the word ergonomics
Thumbzone, one handed selfie
Cervical Spine (Neck) Stresses
Evening Light Sensitivity
Photosensitive Epilepsy
Screen Time Manager
MariaDB
MySQL
Maria + Mai are names of creator's daughters
Adafruit named from Ada (MIT student, started selling from dormitory)
DHT temperature humidity
BMP barometric pressure
ADXL accelerator
keyword templates
tree | less
django
flask
system_info.py
* wildcard
.. parent dir