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Philosophy

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... English; stacks of paper with Chinese symbols; rule book in English, stating ... is necessary to intelligence, and the Chinese Room doesn't have it ... – PowerPoint PPT presentation

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Title: Philosophy


1
Philosophy AI
  • Chapter 26
  • Oliver Sacks, The man who mistook his wife for a
    hat

2
Some of the big questions
  • What is AI, really?
  • What does an intelligent system look like?
  • Does an AI needand can it haveemotions,
    consciousness, empathy, love?
  • Can we ever achieve AI, even in principle?
  • How will we know if weve done it?
  • If we can do it, should we?

3
Weak Strong AI
  • Weak AI hypothesis
  • Machines can be created that will act as if they
    are intelligent
  • What AI can do is to develop useful, powerful
    applications
  • Strong AI hypothesis
  • Machines can be created that will actually think
    (rather than simulate thinking)

4
Weak AI Turing Test
  • Basic test
  • Interrogator in one room, human in another,
    system in a third
  • Interrogator asks questions human and system
    answer
  • Interrogator tries to guess which is which
  • If the system wins, its passed the Turing Test
  • Features of a human-sounding conversational
    partner?
  • Problems from a scientific point of view Turing
    test not reproducible, constructive, or amenable
    to mathematical analysis

5
Turing test
  • Turing predicted by 2000, 30 chance for a
    machine to fool a lay person for 5 minutes
  • Anticipated all major arguments against AI (see
    below)
  • Suggested major components of AI language
    understanding, reasoning, knowledge, learning,

6
Turing Test
  • An early success at fooling some people Eliza,
    simulating a Rogerian therapist
  • Try it! http//www.manifestation.com/neurotoys/eli
    za.php3
  • Sample interaction
  • Patient Men are all alike.
  • ELIZA In what way?
  • Patient They are always bugging about something
    or the other
  • ELIZA Can you think of a specific example?
  • Patient Well, my boyfriend made me come here.
  • ELIZA Your boyfriend made you come here?
  • Patient He says Im depressed much of the time.
  • ELIZA I am sorry you are depressed.

7
  • .Eliza the importance of picking the correct
    application area
  • Rogerian therapy the therapist does not
    disagree or point out contradictions (Shaffer,
    1978). Neither do they attempt to delve into the
    unconscious.
  • A psychology joke
  • Patient to Rogerian therapist I'm really
    depressed.
  • Therapist I see. Yes. You are depressed.
  • Patient Nothing is going well.
  • Therapist Nothing well.
  • Patient I feel like killing myself.
  • Therapist You're thinking of killing yourself.
  • Patient Yes, I'm going to do it NOW.
  • Therapist You want to do it now.
  • Patient Jumps out window.
  • Therapist Woosh. Splat.

8
Objections to the Turing Test
  • Argument from disability hey, there are lots
    of things that a computer cant do!
  • But now there are lots of things that a computer
    can do better than us which tasks are the
    significant ones?
  • Mathematical objection some mathematical
    questions are unanswerable by particular formal
    systems
  • Are these questions significant to judging
    intelligence?
  • Are computers Turing machines? (Turing machines
    are infinite, computers are finite)
  • What happens if we apply these arguments to
    people?

9
objections
  • Argument from informality what people do is
    too complex to capture
  • Progress in incorporating background knowledge
  • Learning algorithms increasing ability to
    operate autonomously (unsupervised learning),
    learn new features, prune feature spaces
  • The chess example human experts and software
    may use different techniques--or do they?

10
Strong AI can machines really think?
  • Objections
  • Theological objections
  • Machines cant be conscious or feel emotions
  • Reductionism doesnt really answer the question
    why cant machines be conscious or feel
    emotions??
  • Turing we cant prove that other people are
    conscious so why do we have a higher standard
    for computers?
  • Machines dont have Human Quality X
  • Machines just do what we tell them to do
  • Maybe people just do what their neurons tell them
    to do

11
objections
  • brain in a vat experiment
  • Is physicality crucial for intelligence?
  • Matrix scenario a brain is supported, bodiless,
    in a vat, and signals simulating a virtual world
    are fed in/out of the brain
  • Is being hungry the same as
  • DyingFor (Me, Pizza)

12
objections
  • The Chinese Room John Searle, 1980
  • Human who knows only English stacks of paper
    with Chinese symbols rule book in English,
    stating which bit of paper to give in response to
    a given (Chinese) input
  • Human who knows only Chinese on outside of room
    passes in Chinese query, receives Chinese
    response

13
  • The Chinese Room
  • understanding is necessary to intelligence,
    and the Chinese Room doesnt have it
  • What is understanding?
  • How do we know people have it?
  • If a room doesnt have it, does that mean a
    computer cant?
  • Reasoning from intuition--not provable
  • Back to brains cause minds
  • I used to spend a good deal of time in
    comp.ai.philosophy arguing about Searle, and no
    one ever budged an inch. It was the Esperanto or
    the Middle East crisis of philosophy. Worse,
    really-- I've known people who've reversed their
    politics or abandoned an auxlang, but it seems
    that once someone has formed an opinion on the
    Chinese Room, it's permanent.
  • --Mark Rosenfelder

14
objections
  • Computers cant be creative
  • Two paintings produced by Harold Cohens Aaron
    software

15
Ethics Risks of AI
  • People might lose their jobs to automation
  • Regular computing lower paid workers lose their
    jobs (bookkeepers, typists, )
  • AI potential for computers to do higher paid,
    interesting jobs (think expert systems for
    medical diagnosis much earlier, automated
    programming replacing programmers)
  • So far AI does work that people cant do
    because of cost (spam filters fraud detection in
    credit card transactions)

16
ethics
  • People might have too much/little leisure
  • Maybe automated agents can take up some of the
    work, and give us more free time!
  • Or maybe the agents can bring us more
    information/work, and give us less time.
  • there is a large reward for being slightly
    better than the competition working 10 more
    could mean a 100 increase in income

17
ethics
  • People might lose their sense of being unique
  • If an AI is created, wont that also mean that
    people are equivalent to automata? Will we lose
    our humanity?
  • but weve managed to lose the idea of being the
    center of the universe (Copernicus) and idea of
    being separate from nature (Darwin) without
    changing much

18
ethics
  • People might lose their privacy
  • intelligent scanning of electronic text,
    telephone conversations, recorded conversations
  • Machine learning data matching
  • AI systems would lead to loss of accountability
  • If an expert medical diagnosis system exists, and
    kills a patient with an incorrect diagnosis, who
    do we sue?
  • The end of the human race! Robots take over the
    world!!

19
AI state of the art are we there yet?
  • Which of the following can be done at present?
  • Play a decent game of table tennis
  • Drive safely along a curving moutain road
  • Drive safely along a straight empty highway
  • Buy a weeks worth of groceries on the web
  • Buy a weeks worth of groceries at PaknSave
  • Play a decent game of bridge
  • Discover and prove a new mathematical theorem

20
not quite
  • Which of the following can be done at present?
  • Design and execute a research program in
    molecular biology
  • Write an intentionally funny story
  • Give competent legal advice in a specialised area
    of law (housing, employment, tax, )
  • Translate spoken English into spoken Swedish in
    realtime
  • Converse successfully with another person for an
    hour
  • Perform a complex surgical operation
  • Unload any dishwasher and put everything away
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