Problem formulation helps avoid combinatorial explosion and helps deal with ill-definedness and process from which move from poor problem formulation and good problem formation is insight
Insight is crucial to being a rational cognitive agent
In addition to logic, psycho-technologies to improve insight are crucially important/indispensable
Insight: relevance realization is recursively self-organizing, restructuring itself in a dynamic fashion
Insight Important both for:
Changing ill-definedness
Avoid combinatorial explosion
Self-corrective: overcome the way in which relevance realization machinery making things salient and obvious to you
Categorization
Ability to categorize things massively increases ability to deal with the world
Otherwise would have to deal with everything as raw individuals
If can categorize together can make predictions about how any one will behave
Allows to communicate with common nouns
Central to ability to be intelligent
Category: set of things that belong together
Not necessarily because they share an essence
Nelson Goodman:
We’re often equivocating between logical/psychological sense when we invoke similarity
Logical sense: similarity is partial identity: share properties, more share more similar you are
Problem: any two objects logically overwhelmingly similar. Bison/lawnmower: just have to pick properties share in common:
Both in northamerica
Both can kill you
Both have an order
Both weigh less than a ton
Indefinitely large number of similarities
But those aren’t the important properties, picking the trivial, not the relevant - obvious ones that stand out as salient
Psychological similarity: relevant comparisons
Context matters
Logical doesn’t change but context makes the category
Difficulty of making a robot to do this.
Agency: can determine the consequences of behaviour and change behaviour accordingly.
Build a machine that can do that.
Give it basic problem: wagon, handle with a battery
Robot try and take food to a safe place and consume it
On the wagon is a lit bomb
Robot: pulls the handle, consequence of pulling the handle is to bring the battery along - intended effect
Bomb goes off.
Made the robot only look at intended effects of behaviour, didn’t look at side effects of its own behaviour
So give it more computational power,
This time it doesn’t do anything
Trying to determine all the side effects: even trivial ones- combinatorially explosive
Come up with definition of relevance (can’t do he’ll argue later):
Which side effects are relevant or not
Goes up to wagon still sits there calculating
Making two lists - one irrelevant the other relevant, list keeps going
Have to ignore the information, not even check it
Relevance realization is intelligently ignoring irrelevance and zeroing in making the relevant stuff salient
Communication
Communication: central to being a good problem solver
Linguistic communication
When use language to communicate problem is that always conveying beyond what you’re saying. Always has to be.
Communication depends on being able to convey more than say. Have to depend on you to draw implications in order for me to convey above and beyond what saying
Ex: shout “excuse me”, I’m out of gas - there’s the gas station
Hoping that anyone who hears assumes it’s me, and by saying excuse me requesting your attention, for a minimal amount of time, for not too onerous problem
I am the person making the noises
I don’t mean I’m out of gas, mean the vehicle, asking to help find gasoline for the car
Know that assume the car isn’t completely out of gas but can go nearby
Other person says “Oh” indicates going to give you a bit of attention, make a statement seemingly out of the blue “there’s a gas station at the corner”, you will figure out nearby, can get there, still open, can buy it, etc.
Essential that both understand or else will be humorous or angry
Each one of those sentences, would be combinatorialy explosive. Can’t say everything want to convey - rely on reading between the lines.
(hmm, so this is important in understanding the big problem in communication of reading too much in. We have to read in some things, but we can go too far. Often we go way too far and just get it wrong, leading to anger.)
We follow maxims:
Assume people following some maxims
Ex: ask someone how many kids they have, I have 1 kid, tells someone else has 2 - well if have 2 must have 1
Didn’t give the information needed to try and pick up on what I was conveying
4 maxims:
Assume trying to convey the truth
Assume trying to convey the right amount of information
Manner: put it in the format most helpful to us
Relevance information
(bias can come in and alter these maxims when we’re dealing with the outgroup:
Assume not trying to convey the truth. Assume trying to cherry-pick information. Putting it in a manner intended to be vague or misleading. Deliberately ignoring relevant information. It is crucial to recognize when one is doing this in order to have a productive discussion.)
All reduce to the one maxim: be relevant
Don’t demand people speak the truth, asking people to be honest or sincere: saying what believe to be true
Don’t mean tell me everything that’s in your mind, mean, convey what is relevant to the conversation in context
Key to ability to communicate is the ability to convey relevant information
Key to intelligence is capacity for relevance realization
Selective attention, decide how to hold in working memory what’s important to you.
Dealing with combinatorial explosion in the problem space, interacting with the proliferation of side effects
How do I organize it?
All feedback
Relevance problem:
That’s the problem of trying to determine what’s relevant, core of what makes you intelligent
Deep and profound - relevance realization at the core of what it means to be intelligent
Convergence to Relevance Realization
Going to use this construct to show how it can be used for meaning
RR crucial to insight, insight is central to wisdom
RR crucial to consciousness and attention, altering state of consciousness crucial to wisdom and meaning making
What makes someone wise is ability to zero in on relevant
Meaning: proposal: nomological, narrative and normative were connections that afforded wisdom, self-transcendence
Saw relationship to salience and truth, connects up to reality
Connects us together in the optimal way
What if when we use metaphor of meaning we’re talking about we find things relevant to us, to each other, parts of ourselves relevant to each other, how we’re relevant to the world, the world relevant to us
All this language of connection, language of establishing relations of relevance between things.
Maybe there’s a deep reason why manipulating RR affords self-transcendence, wisdom, insight, because RR is the ability to make connections at the core of meaning, at threat from meaning crisis
Create new psycho-technologies, reappropriate older ones, coordinate them systematically to regenerate these fraying connections, relegitimate and afford the cultivation of wisdom, self-transcendence, connectedness to each other and the world