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Facial recognition technology can expose political orientation from naturalistic facial images
Nature ^

Posted on 01/14/2021 7:40:56 PM PST by algore

Ubiquitous facial recognition technology can expose individuals’ political orientation, as faces of liberals and conservatives consistently differ. A facial recognition algorithm was applied to naturalistic images of 1,085,795 individuals to predict their political orientation by comparing their similarity to faces of liberal and conservative others. Political orientation was correctly classified in 72% of liberal–conservative face pairs, remarkably better than chance (50%), human accuracy (55%), or one afforded by a 100-item personality questionnaire (66%). Accuracy was similar across countries (the U.S., Canada, and the UK), environments (Facebook and dating websites), and when comparing faces across samples. Accuracy remained high (69%) even when controlling for age, gender, and ethnicity. Given the widespread use of facial recognition, our findings have critical implications for the protection of privacy and civil liberties.

(Excerpt) Read more at nature.com ...


TOPICS: Business/Economy; Culture/Society; Politics/Elections
KEYWORDS: ai; privacy; scifi; tattoos
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To: Ransomed

It’s all in the eyes


41 posted on 01/14/2021 8:29:23 PM PST by Pollard (Bunch of curmudgeons)
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To: PAR35

Of course, the Nazis had to make do with paper charts to classify undesirables. Facebook has helped automate the process.


42 posted on 01/14/2021 8:33:53 PM PST by PAR35
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To: algore

skinny jeans = fag, or lib, or possible hispanic.


43 posted on 01/14/2021 8:39:39 PM PST by Theoria (I should never have surrendered. I should have fought until I was the last man alive)
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To: algore

"...political orientation by facial recognition..."


I can tell with great accuracy if a person is a lib purely by their hairstyle or the shape of their eyeglass frames.

44 posted on 01/14/2021 8:42:00 PM PST by Blue Jays ( Rock hard ~ Ride free)
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To: MV=PY; sheik yerbouty

This is silly, and, yes, ‘drivel’.

You can’t tell anything about any person simply by the way that they appear.

If you accept this, you are acquiescing to completely shallow - and largely FAKE - science; and your acceptance of it will come back to bite you in the ass.


45 posted on 01/14/2021 8:44:51 PM PST by Jamestown1630 ("A Republic, if you can keep it.")
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To: algore

They just proved there is a scientific basis for the accusations that liberals are “soy boys” and “ugly women”.


46 posted on 01/14/2021 9:04:10 PM PST by tbw2
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To: algore

Gotta be the smirk.


47 posted on 01/14/2021 9:07:09 PM PST by TChad (The MSM, having nuked its own credibility, is now bombing the rubble.)
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To: algore

[[Facial recognition technology can expose political orientation from naturalistic facial images]]

Yes, but the question on everyone’s mind is, can it identify what gender the person is?


48 posted on 01/14/2021 9:23:33 PM PST by Bob434
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To: algore
I don't need artificial intelligence to tell me that the soy boys in this picture are both liberal and effeminate:

The picture just screams "Insert penis here."

49 posted on 01/14/2021 10:05:48 PM PST by wildcard_redneck ( COVID lockdowns is are the Establishment's attack on the middle class and our Republic)
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To: diverteach
They’re way late. I’ve been able to spot a lib a mile away!

Exactly. I can spot soy boys, filthy hippies, and skater duuuuudes with 100% accuracy.

50 posted on 01/14/2021 10:48:05 PM PST by noiseman (The only thing necessary for the triumph of evil is for good men to do nothing.`)
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To: Jamestown1630

Hi JT,

First, thanks much for your cooking thread. You’ll find my limited participation there.

I’m speaking from a position of knowledge. I work in this field and have done significant research in AI. I hold active software patents.

It’s not a matter of “accepting” this. I’m simply reporting that AI can be trained in a variety of ways and then tested against real data. The research shows that some traits can be picked out from images of people with statistically valid results. It is about correlation, not causation. I cannot explain the results that make it so because AI is not based on algorithms. I can only observe the resulting correlations as shown by pure research.

It isn’t a matter of “biting me in the ass.” It really is about pure science and experimentation, not “belief.”

Of course, you can choose to believe anything you wish. I’m speaking about honest experimental results, double-blind tests.

With all due respect (and more, which I have for you), you may wish to open your mind and dig into this a bit. I think you might be surprised.

I was.


51 posted on 01/14/2021 11:00:22 PM PST by MV=PY (The Magic Question: Who's paying for it?)
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To: Ransomed

Yes, of course.

All AI training is based on very large data sets.

If the data set is small, the training is weaker.

Also, if the training data is faulty (e.g. images are not properly tagged), that will lead to questionable results.

A very real concern about AI is that bias will be introduced by the people processing the training data. For example, if the technicians that tag twitter accounts as “inducing violence” tag conservative accounts more than liberal accounts, the AI will learn that pattern.

The trainer’s intent may not be malicious, but the bias will, nonetheless, be induced into the AI. The bias is then propagated at scale.

I believe this is happening on all of the AI controlling the banning and censorship of accounts on social media.


52 posted on 01/14/2021 11:10:51 PM PST by MV=PY (The Magic Question: Who's paying for it?)
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To: RBW in PA

Yes. Interesting how this isn’t too potentially dangerous to study, but racial signifiers and differences were deemed off-limits.


53 posted on 01/15/2021 1:16:59 AM PST by mrsmel (I won’t be reconstructed and I do not give a damn)
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To: diverteach

Lol!


54 posted on 01/15/2021 2:52:00 AM PST by Lizavetta
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To: Jamestown1630

If you can “pass” as a hippie, then you can be our embedded spy in the liberal swamp.


55 posted on 01/15/2021 3:00:07 AM PST by MayflowerMadam (They had to kill somebody for their plan to work. RIP Ashli.)
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To: algore
Accuracy remained high (69%) even when controlling for age, gender, and ethnicity.

This sentence doesn't make sense.

One would of course expect that the accuracy would increase when adjusted for age, gender, etc.

Regards,

56 posted on 01/15/2021 3:12:50 AM PST by alexander_busek (Extraordinary claims require extraordinary evidence.)
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To: Ransomed
They go on to say that the algorithm would probably do much better if they [...] include[d] the background of a subject.

So, if the person had a Mao or Che poster in the background, that would help expose their political orientation?

Color me surprised!

Regards,

57 posted on 01/15/2021 3:16:42 AM PST by alexander_busek (Extraordinary claims require extraordinary evidence.)
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To: mrsmel
Yes. Interesting how this isn’t too potentially dangerous to study, but racial signifiers and differences were deemed off-limits.

From the excerpt:

Accuracy remained high (69%) even when controlling for age, gender, and ethnicity.

As I noted above in an earlier posting, I find the word "even" here confusing.

Nevertheless, as the article explicitly points out, the study did take ethnicity into account.

Regards,

58 posted on 01/15/2021 3:21:22 AM PST by alexander_busek (Extraordinary claims require extraordinary evidence.)
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To: steve86

I’ve been called in for jury duty - Seattle area. I’m debating if wearing a white Tyvek suit, half-mask respirator and googles will get me off the jury or not. It might just be considered a plus by the prosecuting attorney. “Hey - here’s a person that follows all of our decrees!”

Okay - add a MAGA hat to the outfit!


59 posted on 01/15/2021 3:26:49 AM PST by 21twelve (Ever Vigilant. Never Fearful!)
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To: RBW in PA

If their studies are accurate, our brains don’t actually do it that well—not nearly as well as the technology.


60 posted on 01/15/2021 4:16:02 AM PST by 9YearLurker
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