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Horizon Effect

The horizon effect, also known as the horizon problem, is a problem in artificial intelligence whereby, in many games, the number of possible states or positions is immense and computers can only feasibly search a small portion of them, typically a few plies down the game tree. Thus, for a computer searching only five plies, there is a possibility that it will make a detrimental move, but the effect is not visible because the computer does not search to the depth of the error (i.e., beyond its "horizon"). When evaluating a large game tree using techniques such as minimax with alpha-beta pruning, search depth is limited for feasibility reasons. However, evaluating a partial tree may give a misleading result. When a significant change exists just over the horiz… more »

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You think you've got it all figured out
But you don't know jack shit about
The hit or miss do I care bitterness
I quit
You think you've got a little bit of experience
With how it is for real
But you don't know what's goin' on
Outside the suburban hit list

Knowledge is boundless isn't it
You take me on a head trip
This is the way to Christmas
Top of the line the crime fits the hubris
I'll cry for my own misery
Don't need your sympathy
This is the fallout from the working class catastrophe

And so it goes
Repeat the past until it shows
No one knows what they need to know (need to know)
So don't be afraid to ask
No don't be afraid to ask

You think you've got it all stowed away in a hidden place
But I know where it is and it ain't safe from their politic business
You think you've got a little bit of readiness for that future shit
But when it hits the fan you're just a man knocked out in one or two hits

Knowledge is boundless isn't it
You take me on a head trip
This is the way to Christmas
Top of the line the crime fits the hubris
I'll cry for my own misery
Don't need your sympathy
This is the fallout from the working class catastrophe

And so it goes
Repeat the past until it shows
No one knows what they need to know (need to know)
So don't be afraid to ask
No don't be afraid to ask

So all you sheeple
Listen up quick
I'm about to throw down
A dirty little bit
About the system that we're in
Rewarding those who sin
Dishonesty the policy it makes the world spin
Who you gonna trust now
Me or him
The guy ripped you off on a wall street whim
99% set a desperate precedent
Searching for a check to pay the next month's rent
All of them looking out for themselves
What we've gotta do now is band together for some help
And hit them 
Right down at the core
Addressing the grievances that make us all sore
The late hours
Working night and day
Just to miss end's meet on my miserable pay
God forbid that my kid goes to college some day
Cause every penny that I've saved has gone away
When his time comes
He'll do the same
So the cycle of debt can perpetuate

And so it goes
Repeat the past until it shows
No one knows what they need to know
So don't be afraid to ask
No don't be afraid to
And so it goes
Repeat the past until it shows
No one knows what they need to know (need to know)
So don't be afraid to ask
No don't be afraid to ask
No don't be afraid to ask
No don't be afraid to ask

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