how the smar t home will push iot for ward - sensorscon.org · although problems and catastrophes...
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I t f e e l s l i ke t h e s m a r t p h o n e m a r ke t b e f o r e t h e i P h o n e
Why look at smart homes?
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St a r t f r o m o n e a s s u m p t i o n , a n d w o r k f o r w a r d f r o m t h a t
Let’s do some science fiction
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“Science fiction writers foresee the inevitable, and
although problems and catastrophes may be
inevitable, solutions are not.”Isaac Asimov
T h e r e i s n o M o o r e ’s L a w f o r m o t o r s a n d b a t t e r i e s
Inevitability 1 Newton’s Laws >> Moore’s Law
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Li-Ion Energy Density1.25x
T h e r e ’s p l e n t y o f e x i s t i n g a c t u a t i o n t o t a ke a d va n t a g e o f
Insight: That’s already plenty powerful
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U s e e x i s t i n g a c t u a t i o n – t h e h u m a n . C a m e r a ’s h a v e b e e n o n e o f t h e
f a s t e s t - g r o w i n g s e g m e n t s o f t h e s m a r t h o m e .
Action: Be one with the world around you
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A l l t h e b e s t a l g o r i t h m s a r e p r e t t y m u c h o p e n s o u r c e
Insight: All the value is in the pipeline and the data
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Input image Convolutional Neural Network Labeled output
Human
To c r e a t e t h e b e s t c u s t o m e r e x p e r i e n c e s , y o u n e e d y o u r o w n A I
Action: Get your own damn cloud
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KUNA
BACK YARD:
SUSAN just came to the door!
B u i l d h i g h e r c a p a b i l i t i e s o n l o w e r l e v e l s o f f u n c t i o n a l i t y
Layers, you know, like an onion
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Neural net object classification
and segmentation
Advanced features
servers
GPU
Process queue GPU
GPU
Faces
matchedFace
Recognition
License Plate
Recognition
Person
recognition
Input images passed to cloud
M a n y t h i n g s a s s u m e a c o m f o r t a b l e i g n o r a n c e
(Obvious) Insight: All-knowing AIs are going to change society
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E v e r y h o u s e i s a l w a y s w a t c h i n g a n d c o n n e c t e d t o t h e i n t e r n e t
Burglary goes away
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Who does this thing work for?
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M y A I w i l l h a v e t h e a b i l i t y t o r e c o g n i z e i t . W h a t h a p p e n s t h e n ?
Should I teach my AI about domestic violence?
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I f m y A I c a n r e c o g n i z e i t , m u s t i t? S h o u l d t h e r e b e m a n d a t e d r e p o r t e r s
f o r s m a r t h a r d w a r e ?