Dangers of AI
Sendhil Mullainathan said we should be more worried about this then Machine intelligence
What is machine stupidity?
Intellect that is much smarter then the best human brains in practically every field.
What is superintelligence?
What Melanie Mitchell beloved AI was lacking in order to be creative
What is the ability to the understand and judge what one has created
An issue that autonomous vehicles might be especially vulnerable to
What is malicious hacking?
A high definition map of a specific area allowing autonomous vehicles to understand their environment
What is a geofence?
A situation an AI fails in because it was not trained on it
What is long-tail situations?
A potential danger of autonomous vehicles in a geofence.
What is pedestrian randomness?
The most famous computer program that generated music but required human collaboration in judging the output
What is EMI (Experiments in Musical Intelligence)?
AI that makes errors when input varies too much from the examples they have been trained on
What is brittle AI?
Humans failing to pay attention when situations arise that the AI cannot handle.
What is the risk of partial autonomy in level 3 autonomous vehicles?
Features that Melanie Mitchell claims are "part and parcel" of human general intelligence
What are human cognitive limitations?
commonsense knowledge, abstraction and analogy
What are profoundly allusive abilities AI researches have struggled to reproduce?