Mike,

If the difference is just "innate ability vs. acquired ability", we
don't need two types of intelligence. Many AGI models, including NARS,
can handle both consistently.

Pei

On 5/15/07, Mike Tintner <[EMAIL PROTECTED]> wrote:
Pei,

Here are some references. You can Google "divergent" vs "convergent."

Do note that I am NOT suggesting these definitions are adequate, merely that
Psychology has long identified two different kinds of intelligence, and
broadly I think that's right, and yes, conforms fairly neatly with the
distinction between AI vs AGI, which also still needs properly to be
defined.

And note the definition of "Fluid intelligence":

Fluid Intelligence is:  "a natural ability which is not dependant on
acquired knowledge"

Now whose definition does that sound like?

I actually think that my dual definition suggestion is extremely important -
both for AGI and for the advancement of human intelligence, (and this is an
area in which I've done a lot of work). So I'm disappointed you didn't see
that importance - but, of course, everyone has, and is entitled to, a
different opinion.

"Fluid intelligence is tied to biology. It is defined as our
"on-the-spot reasoning ability, a skill not basically dependant on our
experience." (Belsky, 1990, p. 125) Belsky (1990) indicates this type
of intelligence is active when the central nervous system (CNS) is at
its physiological peak."
http://www.psych.ualberta.ca/~mike/Pearl_Street/OldDictionary/F/fluid_intelligence.html

"Crystallized intelligence can be defined as "the extent to which a
person has absorbed the content of culture."(Belsky, 1990, p. 125) It
is the store of knowledge or information that a given society has
accumulated over time."
http://www.psych.ualberta.ca/~mike/Pearl_Street/OldDictionary/C/crystallized_intelligence.html


Fluid Intelligence is:  "a natural ability which is not dependant on
acquired knowledge"

Crystallized Intelligence is: "ability dependent on acquired
knowledge"

Dowling College
http://www.dowling.edu/faculty/cperring/woods.htm


In a report by Thomas G. Stidht - Applied behavior & Cognitive
sciences Inc the difference between fluid and crystallized
intelligence is discussed.

"Cattell and various collaborators, and later many independent
investigators, made the distinction between "fluid intelligence" and
"crystallized intelligence."

"Cattell (1983) states, "Fluid intelligence is involved in tests that
have very little cultural content, whereas crystallized intelligence
loads abilities that have obviously been acquired, such as verbal and
numerical ability, mechanical aptitude, social skills, and so on."

"The age curve of these two abilities is quite different. They both
increase up to the age of about 15 or 16, and slightly thereafter, to
the early 20s perhaps. But thereafter fluid intelligence steadily
declines whereas crystallized intelligence stays high"
http://www.nald.ca/fulltext/beyond/beyond17.htm


From a West Virginia University article:

"Fluid intelligence is tied to biology and deals with an individual's
ability to make on-the-spot decisions that are not dependent on
experience. Crystallized intelligence is the amount of information a
person has absorbed and accumulated from a society's culture over
time."
West Virginia University
http://www.newswise.com/articles/2001/9/AGING.WVU.html


"Fluid intelligence (also called "native mental ability") is the
information processing system. It refers to the ability to think and
reason. It includes the speed with which information can be analyzed,
and also includes attention and memory capacity."

"Crystallized intelligence is accumulated information and vocabulary
acquired from school and everyday life. It also encompasses the
application of skills and knowledge to solving problems."

"Many studies have shown that fluid intelligence is more likely to
decline with age than crystallized intelligence. In fact, crystallized
intelligence may continue to improve with age. Many people continue to
gain expertise and skills in particular areas throughout life."

Novartis Foundation for Gerontology
http://www.healthandage.com/html/min/afar/content/other6_1.htm


Here's a simple example that illustrates the difference between fluid
and crystallized intelligence.

"Scientists like to compare these two kinds of intelligences to a
computer. Think of Fluid Intelligence as the computer hardware (the
processing chip, all the wires, and the other electronic and
mechanical parts) which is like the person's brain and central nervous
system. Now think of Crystallized Intelligence as the computer
software (programs that control the computer) which is the person's
strategies. Finally think of the data stored inside the computer as an
individual's lifetime of accumulated knowledge."
http://www.nknu.edu.tw/~adult/newspaper/no12/articl7e.htm


Search Criteria:
"crystallized intelligence"  "fluid intelligence"


Crystallized Intelligence:
- Results from education, experience and acculturation.
- Measured with tests of verbal comprehension, vocabulary and
numerical skill."
http://www.hope.ac.uk/psycho/Psy%20Web%20page/Undergraduate/yearthree/Developmental/5


Fluid Intelligence:
- Ability to adjust one's thinking to unfamiliar situations.
- Measured through performance on tests that involve solving new
problems.
http://www.hope.ac.uk/psycho/Psy%20Web%20page/Undergraduate/yearthree/Developmental/6-----
Original Message -----
From: "Pei Wang" <[EMAIL PROTECTED]>
To: <[email protected]>
Sent: Wednesday, May 16, 2007 12:17 AM
Subject: Re: [agi] definitions of intelligence, again?!


> On 5/15/07, Mike Tintner <[EMAIL PROTECTED]> wrote:
>> I am suggesting that there are two main types of intelligence - and
>> humans
>> have both.
>> "Simulating the human mind" isn't a definition of either of those types,
>> or
>> intelligence, period.
>
> Sorry for the misunderstanding.
>
>> The two main types of intelligence have long been given names by
>> mainstream
>> pyschology -
>> "convergent" or "crystallised"  .vs "divergent" or "fluid" intelligence.
>> And
>> these two types also seem very clearly to me to
>> identify and be more or less the same as the distinction between AI and
>> AGI.
>> There is a very long tradition here, and the parallelism seems obvious.
>
> Can you give me a reference? I'm not familiar with this distinction.
>
>> But neither of these types have yet been given proper, adequate
>> definitions
>> by Psychology, and nor indeed has "intelligence" generally. That, I am
>> suggesting, is the task.
>>
>> For the philosophy of AI - and this IS a discussion of philosophy - to
>> ignore Psychology and human intelligence, and the very extensive work
>> already done here, including on creativity - doesn't seem v. wise, given
>> that AI/AGI still haven't got to square one in the attempt either to
>> emulate
>> or to satisfactorily define human-level "fluid", "adaptive" intelligence.
>
> I don't think in this discussion anyone has suggested to ignore
> psychology. The problem is in which level we want to follow psychology
> when doing AGI.
>
> Using forgetting as an example, do we want an AGI system to have the
> exact forgetting rate as an average human being? Or we only want it to
> have the cognitive function of forgetting? Or we judge forgetting as
> an undesired human weakness, and let the system to remember
> everything?
>
> Different opinions here come from the different definitions of
> "intelligence" discussed in my paper.
>
> Pei
>
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