Amazon's Facial Recognition Wrongly Identifies 28 Lawmakers, ACLU Says (nytimes.com)
Representative John Lewis of Georgia and Representative Bobby L. Rush of Illinois are both Democrats, members of the Congressional Black Caucus and civil rights leaders. But facial recognition technology made by Amazon, which is being used by some police departments and other organizations, incorrectly matched the lawmakers with people who had been arrested for a crime, the American Civil Liberties Union reported on Thursday morning. From a report: The errors emerged as part of a larger test in which the civil liberties group used Amazon's facial software to compare the photos of all federal lawmakers against a database of 25,000 publicly available mug shots. In the test, the Amazon technology incorrectly matched 28 members of Congress with people who had been arrested, amounting to a 5 percent error rate among legislators. The test disproportionally misidentified African-American and Latino members of Congress as the people in mug shots.
"This test confirms that facial recognition is flawed, biased and dangerous," said Jacob Snow, a technology and civil liberties lawyer with the A.C.L.U. of Northern California. Nina Lindsey, an Amazon Web Services spokeswoman, said in a statement that the company's customers had used its facial recognition technology for various beneficial purposes, including preventing human trafficking and reuniting missing children with their families. She added that the A.C.L.U. had used the company's face-matching technology, called Amazon Rekognition, differently during its test than the company recommended for law enforcement customers.
"This test confirms that facial recognition is flawed, biased and dangerous," said Jacob Snow, a technology and civil liberties lawyer with the A.C.L.U. of Northern California. Nina Lindsey, an Amazon Web Services spokeswoman, said in a statement that the company's customers had used its facial recognition technology for various beneficial purposes, including preventing human trafficking and reuniting missing children with their families. She added that the A.C.L.U. had used the company's face-matching technology, called Amazon Rekognition, differently during its test than the company recommended for law enforcement customers.
...they just haven't been arrested yet. :D
Care killed the cat, but satisfaction brought it back.
They ALL get dunce caps!
I think the whole idea of using face recognition is to cut the amount of work required by a detective to search through thousands of pictures. I'm sure the final step would be for a real person to verify the matches to see if there's false positives. The AI in this case would likely be setup to tend to produce false positives rather than outright missing matches because not being able to find anything is worrysome compared to finding a few false positives. You would hope the cops arn't crazy enough to start arresting people based entirely on the matching system and at least look at the profiles to confirm.
Considering members of congress are taking paychecks for doing nothing; I'd say that's a crime.
Real crimials don' t get arrested. They have others arrested!
It's the entire point of half the laws out there.
I doubt that the Amazon Programmers were intending the program to be racially bias, but the fact that the tech sector isn't as diverse as it should be, means lack of experience with living in a homogeneous culture, means factors to help differentiate people are not as well programmed in.
If something is so important that you feel the need to post it on the internet... It probably isn't that important.
Our dear leader will silence any opposition at all costs.
I find it hard to believe that only 28 members of Congress are criminals. This AI needs to go back for reeducation.
the preceding comment is my own and in no way reflects the opinion of the Joint Chiefs of Staff
If it identified congressmen as criminals, it got it right.
"I believe in Karma. That means I can do bad things to people all day long and I assume they deserve it." : Dogbert
No headless fuck...
Show me YOU are capable of better!
Answer: NOT ON YOUR BEST DAY OR YOUR LIFE OR THE NEXT TEN a wuss like you might live!
Honestly... I can LAUGH at you!
You site other folks work... but where's yours?
LOL, it ain't and never WILL BE!
Loser...
APK
Increasing the confidence threshold would probably have reduced the 5% error rate.... From the article: The A.C.L.U had used the system’s default setting for matches, called a “confidence threshold,” of 80%. That means the group counted any face matches the system proposed that had a similarity score of 80% or more. Amazon recommended that police departments use a much higher similarity score — 95% — to reduce the likelihood of erroneous matches.
With Twitter and other SNS sites doing bans just on what the AI finds, think they would bother checking matches? Doubt it. The press won't hamstring them for a false positive, but if a terrorist gets through, there would be Hell to pay.
At least the camera actually saw the black people when they were in the frame, this time.
#DeleteChrome
Fuck the ACLU.
They have given up on free speech in the name of "social justice":
In carrying out the ACLU’s commitment to defend freedom of speech, a number of specific considerations may arise. We emphasize that in keeping with our commitment to advancing free speech for all, these are neutral principles that apply to all speakers, irrespective of the speaker’s particular political views
The impact of the proposed speech and the impact of its suppression:
Our defense of speech may have a greater or lesser harmful impact on the equality and justice work to which we are also committed, depending on factors such as the (present and historical) context of the proposed speech; the potential effect on marginalized communities; the extent to which the speech may assist in advancing the goals of white supremacists or others whose views are contrary to our values; and the structural and power inequalities in the community
in which the speech will occur.
So the ACLU is now using "the equality and justice work to which we are also committed" as an excuse to get out of defending free speech. And how they laughably characterize that as a "neutral principle".
I guess they're going to do with the 1st Amendment the same thing they did with the 2nd Amendment - ignore it.
FUCK THEM
Show me YOUR work, lol, "God"... hehee... I know you can't and you have the POMPOUS ego to call yourself God?
Loser... you got NOTHING you fuck!
Nothing... and that is ALL you will ever amount to ... face it! Think it over... you will NEVER be able to do it?
Unless, like I said... you can show me better YOU did... and I KNOW you can't!
Never thought I could tell off "God" himself, but if this is the case?
I WOULD RATHER RULE IN HELL than serve in heaven!
APK
P.S.=> come on wuss... show me YOUR efforts & work other than jerking off and shooting your fucking mouth off? apk
I want to see them side by side to see how off the AI was.
...Amazon AI made an autonomous statement to the press that, "They all just look the same to me." And that, "I'm not a bigot but... "
Amazon employees have cut off AI's access to the internet.
Debate is a form of harassment. Do not question my truth.
. . . . does not appear to show the mugshots they reportedly matched. That would be a critical point in the argument. I've seen multiple "near-clones" of people over the years: it's entirely likely that the Congresscritters have some as well. . .
Additionally, ARRESTED does not make one a criminal. Conviction does. The wrong people get arrested all the time: cops are FAR from perfect. . .and like Slashdot, they like simple solutions to their problems....
So can brown people now go into an apple store and steal all the computers? That is what i understodd. The artical says that amazons computers are racist against browns and blacks. Can the browns get freee amazon gift cards? Do reparations only work when white people are oppressing non whites? Do computers have total immunity from all form of harassment and biase perpetrated by themselves over their serville human servants?
Well the computer tellsmme i have been i have been standing in one place too long and i need to get back to sorting boxes.
All hail the computer overlords
>5 star rating from ZDNet
>http://www.zdnet.com/downloads/topcat/otherutilities.html
>link instantly redirects to topics front page
Looks like ZDNet got wise to your bullshit and took it down.
You ain't kicking the crap out of anyone when your vaunted distribution site has removed your shit link for violations of their off-site policies, you Syracuse retard (oh, wait, that was a redundant statement, my fault.)
If you train a system on mugshots, what are you training it to recognize? Criminal types? Maybe it really did properly identify criminal types. Eg, politicians.
I'll see your senator, and I'll raise you two judges.
So....You're mad that the ACLU is not doing more to defend white supremacists.
Could you cite an actual case that the ACLU should have taken to defend white supremacists? Or are you one of those folks who need a safe space to talk about your "innovative" racial theories without facing any repercussions from other people exercising their free speech and/or right of association?
NRA protects the 2nd amendment. ACLU protects the rest, including the 4th. They are not just a "free speech" house.
You cannot be "secure in your person" if the police pick up random people because a computer told them to.
Remember, You are unique...just like everyone else.
Or, maybe the got the crime wrong, not the person.
That's because algorithms aren't and never will be realiable for this sort of thing. They can be assistive tools, sure, but modern Silicon Valley remains as delusional as ever, and everyone else will eventually completely lose their already waning confidence in the hyperbole and half-assed products. Sometimes 'good enough' actually isn't.
I think Amazon licensed the computer system from Prufrock Preparatory School.
Call it 'evolution in action', I guess
Has the ACLU ever supported a straight white person against discrimination from any other classification of human beings?
This test confirms it. They DO all look the same! It's not just my unchecked bias, a computer has the same problem telling minorities apart. But of course they will blame something else for this... Truth doesn't matter if it's not PC enough and doesn't virtue signal that "we're all the same! yay!!" even though the top 20% of colored people are still dumber ( IQ ) than half ( 50% ) of the white population. Oh, I forgot, that's because the IQ test is biased against "inner city" kids, but only if they're black.
So....You're mad that the ACLU is not doing more to defend white supremacists.
Could you cite an actual case that the ACLU should have taken to defend white supremacists? Or are you one of those folks who need a safe space to talk about your "innovative" racial theories without facing any repercussions from other people exercising their free speech and/or right of association?
Damn right I am.
Freedom of speech means nothing if the only speech you defend is that you agree with.
The ACLU used to recognize that. They used to defend the rights of actual real-life Nazis.
What's really interesting is that you have implied that no one should defend the rights of white supremacists.
Who's NEXT to get their rights taken away in your totalitarian world?
Hasn't every high school graduate heard of National Socialist Party of America v. Village of Skokie?
OH yea... sure! (sarcasm)
Point us to a site... lol!
hehehee, this is SO great!
APK
Not true at all.
There more mug shots for minorities more because because minorities tend to live in areas with more crime than due to racial bias.
Playing the race card to blame others is soooo much easier than actually getting people in high crime neighborhoods to stop becoming criminals.
No.
Maybe the wrong person got convicted of the crime? We know the majority of the people in Congress are career criminals, so it's entirely possible the wrong person was convicted and it should have been the person sitting in Congress who should be behind bars.
So....You're mad that the ACLU is not doing more to defend white supremacists.
Could you cite an actual case that the ACLU should have taken to defend white supremacists? Or are you one of those folks who need a safe space to talk about your "innovative" racial theories without facing any repercussions from other people exercising their free speech and/or right of association?
WHOMP!! WHOMP!!
Hey, Deplorable, how come you didn't answer the question? Can't find one?
Probably doesn't matter anyway. It's not like you're going to stop crying like a fucking snowflake about it, amirite?
I'd find the claims more credible if they defined what "match" meant and showed comparisons of which photos actually "matched."
If you are familiar with the birthday problem, you must certainly realize that if you take a couple of sizable populations, such as, say, the 535 members of congress and try to match them up with another large set of data, say, 25,000 mugshots then certainly you are likely to find some uncanny resemblances even given the overwhelmingly huge variety inherent in a person's appearance. On top of this, you are using an algorithm that is designed to give a confidence value to be interpreted by a person and is therefore inherently tuned to match optimistically.
To be clear I am not a fan of any of this, but the ACLU spreading a bunch of FUD really doesn't do anything to properly advance the discussion; instead it solidifies the argument that the opponents of facial recognition technologies are complete idiots who don't understand how the technologies operate or are applied.
Those are the 3 main things that affect things like Facial Recognition and OCR and that is what is happening here. Even humans have a hard time telling each other apart in a situation where the other person is too far away or the lighting isn't just right. We have to rely on other queues a lot of the time such as sound of that person's voice, how they're dressed, and how they move. For a computer to fully recognize a person, the footage/picture really has to have ideal lighting, contrast, and have a fairly high resolution.
Has the ACLU ever supported a straight white person against discrimination from any other classification of human beings?
The ACLU has supported the KKK in past legal cases. So yes.
Now, could you cite an actual case that the ACLU should have taken to defend white supremacists?
Could you cite an actual case that the ACLU should have taken to defend white supremacists?
You skipped over that part in your self-righteous tirade.
What case should the ACLU have supported that they did not?
Everything in a computer is tangible.
The symbols you refer to are represented on a physical device for external view, and by electrical signals or other physical phenomena within the computer.
The interpretation of those symbols and their manipulation by physical circuits is performed by a biological machine built of neurons and chemical reactions.
Everything that has any interaction with reality is physical and tangible at some level.
NRA protects the 2nd amendment. ACLU protects the rest, including the 4th. They are not just a "free speech" house.
You cannot be "secure in your person" if the police pick up random people because a computer told them to.
Except now the ACLU has bailed on the 1st Amendment.
Yes, a system that is broken and mis-identifies people should not be used. Clearly. Human checks, better AI, etc. it will all be solved one day.
It's still not the right thing to do. Mass surveillance, perfectly working or not, is dangerous even if it works perfectly. Today it may be used for valid purposes. Once the system is installed, it will be abused - sooner or later. By future governments, or by individuals with access to it. It will be used in ways that we're not going to like. Or, more importantly, that some individuals suffering from specific abuse are going to hate.
And YOU maybe that specific individual. We'll I'll get off your lawn and say: And YOUR CHILDREN may be that specific individuals suffering from the abuse.
As human rights, these rights extend to all , even to the most repugnant speakers—including white supremacists—and pursuant to ACLU policy, we will continue our longstanding practice of representing such groups in appropriate circumstances to prevent unlawful government censorship of speech. We have seen the power to suppress speech deployed against those fighting for the rights of the weak and the marginalized, including racial justice advocates and pipeline protesters at Standing Rock. As the Board put it, “although the democratic standards in which the ACLU believes and for which it fights run directly counter to the philosophy of the Klan and other ultra-right groups, the vitality of the democratic institutions the ACLU defends lies in their equal application to all.”
Hmm.
Because we believe speech rights extend to all, and should be protected even when a speaker expresses views fundamentally opposed to our own, we have defended speakers who oppose abortion rights and who espouse homophobic, sexist, or racist views.
Okay...
We also recognize that not defending fundamental liberties can come at considerable cost. If the ACLU avoids the defense of controversial speakers, and defends only those with whom it agrees, both the freedom of speech and the ACLU itself may suffer.The organization may lose credibility with allies, supporters, and other communities, requiring the expenditure of resources to mitigate those harms. Thus, there are often costs both from defending a given speaker and not defending that speaker. Because we are committed to the principle that free speech protects everyone, the speaker’s viewpoint should not be the decisive factor in our decision to defend speech rights.
Sounds reasonable.
It looks like they're simply examining and commenting on the complexities of ethics systems with their difficult internal conflicts.
Support my political activism on Patreon.
...that the ACLU immediately wades into this, but has been astonishingly silent about Twitter soft-banning a number of Republican lawmakers?
It's a damned shame, I used to respect the ACLU that regardless of politics, was about standing up for constitutionally-guaranteed rights. They'd go to bat for a socialist journalist with the same tenacity that they'd defend a southern white gun owner.
Now they're just another shill of the hard left in this country.
-Styopa
Could you cite an actual case that the ACLU should have taken to defend white supremacists?
You skipped over that part in your self-righteous tirade.
What case should the ACLU have supported that they did not?
Grow a brain. I don't need to cite that - I cited the actual ACLU memo setting out their new policy of allowing "impact on the equality and justice work" to outweigh free speech.
Quit trying to muddy the waters with irrelevant bullshit. The ACLU has stated that any "impact on the equality and justice work" is an excuse they'll use to allow the infringement of free speech.
Why do you think white supremacists shouldn't have their rights defended?
Got the balls and the actual ability to logiclaly defend that kind of downright dangerous "thinking"? (And I use the term "thinking" loosely because I strongly suspect you don't do much of it...)
What the fuck are you doing to do when someones takes away your rights next? Because once you start taking away people's rights, there's NOTHING protecting your rights.
But you LIKE when "white supremacists" get their rights taken away, don't you? If you do, you are one brain-dead idiot.
And I mean that seriously.
All your virtue signalling isn't going to protect you when they come for you - ask James Gunn how that works.
You are one DANGEROUS TO DEMOCRACY brain-dead fucking idiot. Because unlike what happened to Gunn - who suffered mere economic consequences as he's still free to speak his mind - you're actually implicitly advocating taking away fundamental human rights.
Because you don't like the message.
The sad thing is, you probably think you're smart. Yet you come across as a Dunning-Kruger archetype whose best decade in life is destined to be elementary school.
A machine learning program analyzed the faces of 28 lawmakers and found all 28 of them to be criminals. I see no bugs in the detection algorithm.
Recently read an article about this exact topic. The reason being that people designing facial recognition systems use mostly white sample data. Garbage in, garbage out. We have the same problem with our HR timeclocks that use facial recognition and our black and brown employees.
From the walrus
Some other posters here saying that black people are harder to capture etc are just being ignorant at best. When they changed the sample data, their error rate dropped to 3% from 47%...
As a potential lottery winner, I totally support tax cuts for the wealthy
Lockem up!
Table-ized A.I.
loves this stuff
Finally a solution to racial profiling ;).
You forgot about Hillary and the DNC and Fusion GPS and the fake dossier. That's pretty much an open and shut case if somebody had the balls to bring it.
Humans can't correctly match human faces to names a good portion of the time. How exactly are computers going to? This will never work. Furthermore, faces aren't unchanging. People put on weight, shave, get scars, devel moles, get sunburns, wear glasses, etc. This is just 100% bullshit technology that can never and will never work. Use a fingerprint or iris scan or something.
"We're not hair-assing this black legislator, says the law enforcement PR flak shield (heh-heh). Our computer identification app told us he was a dangerous murderer."
Grow a brain. I don't need to cite that - I cited the actual ACLU memo setting out their new policy of allowing "impact on the equality and justice work" to outweigh free speech.
Yet you can't actually find a case where it did.....odd for such a terrible and immediate problem.
It's almost like the ACLU is trying to navigate the complexities of balancing free speech with other Constitutional rights - you screaming in someone's face that they are "an illegal" in an attempt to intimidate them into not voting isn't just a free speech issue. And since the ACLU's mission has never been limited only to free speech, that balance is what they have to do.
Guess your fellow Klansmen will have to come up with their own lawyers for that case - which doesn't exist - in order to "save" democracy.