Open in TheBrain

2017 Kanai The Case for Making Artificial Intelligence Conscious

<p>Jun 16, 2017 04:01 PM... in nautilus</p>

<p>

Ryota Kanai...</p>

<p>

inscrutability... and paras that follow that. &nbsp;in AlphaGo section..</p>

<p>

Propublica investigation: &nbsp;Florida... black defendants &nbsp;prone to recidivism by algo.</p>

<p>

and &nbsp;Euro Union demanding ... legal &nbsp;"right to explanation: &nbsp;... why an AI made its decision.</p>

<p>

metacognition: &nbsp;confidence in decision.</p>

<p>

Philosophers: &nbsp;metacognition is the essence of consc...no... crap!</p>

<p>

but... when we know something... we know that we know it...</p>

<p>

RK and colleagues trying to build metacognition into NNs....

(interesting but fruitless approach)</p>

<p>

Endel Tulving: &nbsp;mental time travel...</p>

<p>

conscious when predicting consequences of actions or planning for future.</p>

<p>

think about waving hand in front of face or going to kitchen to make coffee.</p>

<p>

Agnosia... &nbsp;patients can't do reaching task in face of time delay......</p>

<p>

Pavlov conditioning only works with two stimuli overlap in time.</p>

<p>

if separated in time... must be conscious of the relationship.</p>

<p>

Awareness is needed to retain the memory of the stim after it stopped.</p>

<p>

Function of Conscious.... broaden our temporal window......

give present moment extended duration.</p>

<p>

Brain keeps gen. sensory repr even when there is NO direct sensory input.</p>

<p>

Common thread is counterfactual info generation. &nbsp;&nbsp;* (this is good!)</p>

<p>

memory of the past or predictions for unexecuted future actions...</p>

<p>

active process of hypothesis creation and testing...</p>

<p>

counterfactual... can perform &nbsp;non-reflexive behavior... eg waiting 3 seconds before acting.</p>

<p>

need to have an internal model that has learned the world.</p>

<p>

Models can be used for reasoning, &nbsp;motor control and mental sim.</p>

<p>

Introspection and imagination... 2 ingredients of consc...</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

<p>

&nbsp;</p>

Attachments