Lecture � AIRG, Shieber, Turing test

Greg Detre

Wednesday, October 30, 2002

 

editing book � main philosophy question of it: pass the THAT reliably � better than chance

did he say it was sufficient??? he did say it wasn�t necessary, e.g. I fail the Turing test in Italy

philosophers: is the test criterial for thinking?

Chomsky: who cares if it�s criterial

Dennett: y, it�s criterial, i.e. sufficient

everyone else: no, it�s not � but for different reasons

Moore: it�s not criterial, bu it�s evidential

how do you judge how good a test is, if you�ve declared the original question �can machines think?� meaningless?

what does it mean to �replace� the question with the test?

 

what�s the pertinent property (e.g. length when comparing metre-sticks) of intelligence?

Turing says verbal behaviour

 

Block: knockdown argument that the Turing test is inadequate

one (non-knockdown argument) is:

Fred is lying in bed, pretending to be ill to skip school

Fred and Luigi are conversing in Italian, but Fred�s not fluent in Italian, he�s just pretending to be to be eligible for an Italian scholarship

 

deniers think that you can have the symptoms without the germ

you have to exhibit something that has the symptoms without the germ

 

random character generation � infinitesimal chance of passing

this has the capacity to pass, but is unconvincing

 

Block: the Aunt Bertha machine

enumerate all the possible things that AB would say given a conversational path through an hour

Parkes: �as intelligent as AB for that hour�

number of nodes > atoms in universe

is it logically sufficient?

main objection � from exponentials

 

table lookup doesn�t feel to Shieber like an adequate structure for intelligence

why should we care about the internal structure?

general capacity???

you have to do it in a way that doesn�t run afoul of exponentials

how it happens vs what happens

 

Block: richness of information processing

�general capacity� is a psychologistic notion (which he supports, right???)

 

can the Turing test reveal a general capacity that doesn�t require exponentials?

think of the Turing test as an interactive proof(???)

 

Turing test as exponentially strong evidence

space-physical realisabiilty, time-realtime

 

Misc

play 2 grandmasters, 1 black, 1 white, play one GM against the other via your arms

Interactive proofs (Chris and Dave in CS187)

proof in the form of a conversaation

graph isomorphism � are these two graphs the same, except the vertices relablelled and the srambled on the page

NP-complete problem

given an algorithm for graph isomorphism, show it�s correct by:

make a copy of one, scramble it up yourself, give it to the other person who says he has the algorithm, and if he can tell it�s isomorphic, then you know he has the algorithm

certification of the proper functioning of an algorithm that you don�t have access to

interactive proofs can be done for anything that can be computed in polynomial space

related to zero knowledge proofs but more general

questioner is a mortal/Arthur, verifier is God/Merlin

all the questions will help you equally

calculate the bounds of: if Merlin is wrong, the probability that you�ll find it

see comic on University of Chicago webpage

Block recommended paper

the whole concept of a huge look-up table is so far beyond our intuition, even though we�re relying on it

 

Questions

grade A machine

thinking vs simulated thinking???

machine as judge in Turing test (inverse Turing test) � can be shown to be equivalent to the Turing test

�thinking� is operationally defined though, I think???

 

Antony�s question: what about if you pause for 10 seconds � it should ask you what�s wrong, but the AB machine wouldn�t

you could have (absent) keystrokes as a kind of time-keeper. failing that, then you just have to add a clock to the AB machine (very unsatisfying solution)

table look-up doesn�t have flexibility � is that why he doesn�t like it???

is consciousness supposed to be the �germ�???

natural kinds

intelligence vs life??? both have the same kind of fuzzy, human-defined definitions

interactive proof � graph isomorphism??? see above

capacity vs complexity???