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Ineffable Computing. Tales of the Black Widowers. How do you Justify your Existence?. 2 n. 2 n. The Philosopher’s Stone. TM inside. steady-state result Out. code + data In. constant time. Another Interesting Space. It is hard to describe. Moo. Cog’s Agenda. Moo.
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The Philosopher’s Stone TM inside steady-state result Out code + data In constant time
Cog’s Agenda Moo
Fighting the Ineffable • Use minimal descriptions • Use strategic viewpoints • Just get better at describing stuff • Big complicated perceptual networks
“moo moo-moo moo moo moo” Communicating with an Alien
Example, “Dangerous” Example, “Safe” Example, “Dangerous” Examples Dangerous Supervised Learning Pointy
“Pointy” Mind-Reading Pointy Pointy
Example, “Dangerous” Example, “Safe” Example, “Dangerous” “Pointy” “Fast” Pointy, Approaching rapidly Feature Selection Bootstrapping Dangerous Supervised Learning
“Pointy” “Fast” Bootstrapping Dangerous Pointy… Fast… Feature Selection
Shared Activity Sorting Red Left Blue Right
ENOUGH! Collapsing Uncertainty Significance Tests
Training Data Task Learning Mechanism Sequencing Model Instructor Task Modeling Task Grounding State Grounding Perceptual System Demonstrated Task Perceptual Network
Why Communication? • Why not just programming? • Referential indeterminacy is disruptive • Why not just learning? • How to use what is learned • How to pose next learning task • Hand-holding but not spoon-feeding
Future Directions • Ineffable Computing • Unprovoked Computing • Dysfunctional Computing • Quantum Dysfunctional Computing
Brief Rants • Why not imitation? • Imitation is a question, not an answer • Why not naïve users? • Humans don’t stay naïve for long • Humanoids, Cog, Kismet, simulation, emotions, faces, scientific pointillism
Another Interesting Space ENOUGH!