The Philosophy and Future of AI
by Mark Humphrys.
I'm a strong believer in actually building things
rather than just talking.
But like everyone else in the field,
I've got some informal thoughts on what it's all about.
Here's my current set of conclusions.
I have written a popular science talk on this.
Philosophy of Mind
People
Links
For me, AI cannot just be about getting systems to do apparently intelligent things
- for then all of computer science could be AI.
The functional approach, started by Turing,
of building systems to do things by any means possible, is worthwhile enough,
but it is engineering - plain programming, hacking.
More interesting to me is the question: How do living systems do it?
I want to see an AI that can make some contribution to cognitive science
- an AI that works
the way that living things might plausibly work.
I don't think we have to be over scrupulous about this.
The standard I would set is simply that an AI model should be
evolutionarily-plausible.
I want to see the path along which it could have evolved incrementally
from simpler models by natural selection.
For me, symbolic AI currently fails this test.
(How do symbols evolve from nothing in the infant mind?)
As does supervised learning.
(Who is the teacher supplying explicit I/O pairs?)
I would like to think that I am working on
evolutionarily-plausible methods of
action selection.
I also think that a sound model of human-level intelligence
has to wait until we have a much better model of the underlying animal.
It seems to me that language etc. is something which requires as a substrate
an already fully-functioning, mobile, pre-linguistic creature.
I don't see how you can be intelligent without being a mobile, tactile animal first
(that is, I don't believe in the possibility of disembodied, linguistic-only, Eliza or
HAL like intelligence).
In lyrical terms, if we ever want to make a H.sapiens,
the challenge now is to make a H.erectus.
| What I'm not into |
What I am into |
| design |
evolution,
learning, self-organisation |
| symbolic AI, logic, knowledge representation |
self-modifying stochastic systems
embedded in the world |
| simulation, trickery |
how nature really works |
| one self, global control |
Society of mind,
Minds should not have a Single Thread of Control |
| intelligence,
consciousness,
NLP, the Turing Test |
robotics, sensory-motor behavior,
action selection,
symbol-grounding
|
| quantum physics |
nonlinear physics, biology |
| conceptual models (analysis) |
algorithms, things you can build (synthesis) |
| A-humans |
A-life, A-animals |
.. but AI won't happen
While I think AI is possible in theory,
that is not the same as saying that society will ever actually build
a race of AI's in practice.
Here's why the AI project, while it will get a good way along the road outlined above,
will start to stall before full AI is ever reached:
- Think where we came from. We had a whole planet to play with.
We had a million years of time to develop our tools and our culture.
There were many thousands to millions of us.
How can we expect to build single isolated AI's, alone in laboratories,
and get anywhere.
They can't join in our culture because they are not like us
(they don't understand our sensory world or our life experiences).
They can't develop their own culture because they are not like each other.
Even if we made them all identical, so they could talk to each other,
they would need a lot of time and a lot of space to develop any rudimentary culture at all,
and they would probably fail.
The whole concept should make you despair.
The planet is full. There's no space for another species and culture to develop.
- There's more. Even if you somehow could give them the numbers and space they need to grow and develop,
the process would not be fun, for us or them.
The futurists, like so many people, fail to grasp the basic Darwinian world view
that you can't get from here to there without passing through the mess in between.
You can't get from simple robotic animals to the enlightened high intelligence of
Hans Moravec's Mind Children
without first passing through absurd superstitious savagery.
Long before our AI's discovered science
they would discover superstition.
They would have their own religions, their own tribal hatreds, their own holocausts.
They wouldn't listen to us telling them we'd been there, done that,
any more than the
Islamist utopians
currently reliving the Middle Ages are listening to the west today.
So while I love Moravec's originality, I'm unconvinced that non-human machines will take over the world.
They will run into many of the same boring troubles that we have run into.
Read Jared Diamond on evolutionary history
to understand how easily cultures fail,
and how hard our human success was.
So AI is possible in theory (materialism is true)
but pretty much impossible in practice (the planet is full).
And even if it were possible in practice, the process would not be fun,
and could easily stall before full intelligence was reached because of non-cooperation by the creatures themselves.
- Breathless futurists who still believe that AI is easy:
- Hugo de Garis
(see here
and here)
- Kevin Warwick
(and here)
- There's nothing wrong with speculating about the long-term future,
as Moravec brilliantly does,
and as do some others.
Unfortunately, much modern sci-fi,
and second-rate speculators like
Kevin Warwick
(or here),
have made such long-term speculation seem intellectually disreputable.
- The Register
has a nice line in scepticism about Warwick.
See
list of stories.
- AI people who take an angle more like mine:
- One of the best futurists:
So what's the answer?
The answer is that we don't make AI's, because there's no room for them.
The answer is that
"Robots shall inherit the Earth; and they shall be Us ..."
This would be the nicest future.
No AI's as a separate, enemy species.
No Terminator wars.
Rather, AI's being us.
Us human beings, finally figuring out how we work
and gradually, over hundreds of years, becoming full AI's ourselves.
Us having all the fun, us getting to go to the stars
instead of our ungrateful creations.
And of course this also means: Us going immortal.
The mind, the body, and why they die, are scientific problems and some day they will be solved.
Not in our lifetimes, not in fifty years or any of the other absurd estimates made by AI promoters.
Two hundred years would be a more reasonable estimate.
But someday, if civilization continues, someday these problems must fall.
Immortality is inevitable,
real immortality,
not in an imaginary spirit world, but here in the real world.
The only world there is.
Still sceptical?
Well what alternative future do you imagine then?
Do you really think that humans are going to go on being forced to die by nature
for the next thousands and thousands of years?
Humans will live forever, but our descendants, not us.
Right now everyone dies, and most people are so blinded by their culture
that they accept this as natural and even good.
They are free to die if they like it so much,
but some of us would be quite happy to be immortal (or at least to have the choice)
and we think wistfully of that future day when this will become possible.
The methods below offer only the slimmest of chances of surviving to see that day,
but the alternative is no chance at all.
Anyway it's great to see people challenging this huge taboo.
Death may be natural, but that doesn't mean we have to accept it.
We're in charge now, not stupid uncaring nature.
-
Cryonics is the standard approach to this problem
- preserving the material itself by freezing.
There are lots of problems with this - you need a carefully organised peaceful death,
you may run out of people to pay for your ongoing suspension.
- Cryonics
(and here
and here)
- A workable alternative to cryonics could be to take an entire
scan of your neural structure
and simply store the data until such time as it can be reconstructed.
This would be far less messy than cryonics.
You could do the scan during life and go ahead and die naturally,
and you don't need anyone around to pay for your ongoing suspension.
You just sit on a shelf until such time as you are read back out into a body.
If no one is interested in rebuilding you for centuries, that's fine.
You can wait.
My family tree pages are really a labour of love
for ordinary, mortal, unknown humans,
those who will have no biographies written about them,
those who died too long ago to be missed.
No matter what disasters happened to your life, or how early it ended,
these carefully compiled pages show that you too once lived,
your heart once beat,
you were young and anything could happen.
And then the moment passed and you vanished into the night.
Someday, when death is voluntary, there will be a record of the earliest-born person in history to go immortal.
The methods above may be hopelessly optimistic,
but on the other hand, it is just about credible that that person's birthdate might be as early as the twentieth century.
The human condition.
Maybe this will change some day.
From cectic.com.
See terms of use.
OK back to work.
All these things have been said before by others anyway.
Just thought I'd let you know which positions I find convincing.
Return to my home page.
