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[推特粉丝号 @_Jose_Omar_]

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[Massimo @Rainmaker1973]

When pro surfer Sebastian Steudtner rode a wave over 115 feet tall at Nazare, Portugal.

[sofi ꕤ @petalbegged]

QUE ACABA DE SUCEDER CON FAVORITA ESTO ES UN LOCO #AngelaEnElLolla

[John Carmack @ID_AA_Carmack]

I still give the book Understanding Deep Learning by Simon J.D. Prince a good recommendation, but chapter 21: Deep learning and Ethics was sloppy. It could have been a chapter to really dig in on case studies, but it was just the basic public news story level coverage of bias and such, like:

“In AI, it can be pernicious when this deviation depends on illegitimate factors that impact an output. For example, gender is irrelevant to job performance, so it is illegitimate to use gender as a basis for hiring a candidate. Similarly, race is irrelevant to criminality, so it is illegitimate to use race as a feature for recidivism prediction.”

If they had stuck with “illegitimate”, then it would have been a question of societal choices, but “irrelevant” is a question about data, and your priors shouldn’t be so strong that data can’t move them.

I would like to see a book or course walk through a machine learning problem with the input features being presented as something like car choices: color, style, doors, horsepower, etc. Do lots of analysis over representation, training, and generalization, then swap the feature labels to socially charged ones.

What makes generalization credible in one situation but not the other?

[推特粉丝号 @_Jose_Omar_]

A day of cycling in unusual attire. Retirement doesn't mean stopping exercise.

[推特粉丝号 @_Jose_Omar_]

@gumimimimim 💛🚜🐴

[推特粉丝号 @_Jose_Omar_]

@Gustavo64558680 👩‍👧👨‍🎨🧛

[Benito Antonio @sanbenito]

EL PNP UTILIZANDO SU PODER PARA TRATAR DE CALLARME.

¿QUE ESTÁ PASANDO CON LA DEMOCRACIA?

[Benito Antonio @sanbenito]

ESTE DEBERÍA SER EL ESCANDALO DEL DÍA Y EL TEMA DE CONVERSACIÓN PRINCIPAL EN TODOS LOS MEDIOS, NO LOS BILLBOARDS ANÓNIMOS...

AHH VERDAD, QUE LA MAYORÍA DE LOS MEDIOS SON CONTROLADOS POR EL PNP.

[Benito Antonio @sanbenito]

ANUNCIO PAGADO POR BENITO ANTONIO MARTÍNEZ OCASIO...

UN PUERTORRIQUEÑO QUE SÍ AMA A PUERTO RICO.

[kb @kristianbob]

El PNP no quiere que veas este anuncio. RT para que lo vean todos.

[推特粉丝号 @_Jose_Omar_]

@Marce_ok29 Hola

[推特粉丝号 @_Jose_Omar_]

@ClashRoyale Missing touchdown so much

[推特粉丝号 @_Jose_Omar_]

@PokemonUnite @companerode5

[Monét @monetxchange]

I miss tumblr porn 😢.

[👤 @7ASSl]

Este año solo quiero progreso

[molina @robertomolinaa_]

estoy tratando de no tomarlo muy enserio pero la realidad de que probablemente muchxs de nostrxs nos tengamos que ir de PR en un futuro porque el gobierno está destruyendo todo it’s so fucking sad