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Novel machine-learning method produces detail

Scientists at the Cornell Lab of Ornithology have developed a novel way to model whether the populations of more than 500 bird species are increasing or decreasing. The method solves a nagging statistical problem by accounting for year-to-year changes in the behavior of people collecting the data. ....

Shawn-ligocki , Amanda-rodewald , Alison-johnston , Wesley-hochachka , Tom-auer , Chris-wood , Lauren-oldham-jaromczyk , Corin-robinson , Steve-kelling , Matthew-strimas-mackey , Daniel-fink , Cornell-lab-of-ornithology

AI Method Maps Population Trends for 550 Bird Species

AI Method Maps Population Trends for 550 Bird Species
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Tom-auer , Shawn-ligocki , Matthew-strimas-mackey , Lauren-oldham-jaromczyk , Chris-wood , Amanda-rodewald , Daniel-fink , Steve-kelling , Wesley-hochachka , Corin-robinson , Alison-johnston , Cornell-lab

A Formal Theory of Spaghetti Code

The Spaghetti Code Conjecture (SCC) says that Busy Beaver programs – the longest-running Turing machine programs of a given length – ought to be as complicated as possible. This was first proposed by Scott Aaronson: ....

Terry-ligocki , Pascal-michel , Boyd-johnson , Scott-aaronson , Shawn-ligocki , Spaghetti-code-conjecture , Busy-beaver , Busy-beavers , Beeping-busy-beaver , N-statek-color , Clean-code-conjecture

Another New Record in Self-Cleaning Turing Machines

How long can a Turing machine program run when started on the blank tape before the tape becomes blank again? Of course, this will depend on the length of the program – how many states and colors it has. Even given these parameters, it is logically impossible to calculate how long a self-cleaning Turing machine can run. Any values that can be known have to be discovered empirically. ....

Bruce-smith , Shawn-ligocki , Blanking-beaver , Busy-beaver , Spaghetti-code-conjecture ,

Maybe the Spaghetti Code Conjecture is False

Maybe the Spaghetti Code Conjecture is False
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Joshua-zelinsky , Timothy-chow , Boyd-johnson , Heiner-marxen , Scott-aaronson , Shawn-ligocki , Allen-brady , Spaghetti-code-conjecture , Busy-beaver , Beeping-busy-beaver , Strongly-connected-graph-conjecture