AI Still Useless at Catching Hate Speech, Research Finds (theregister.co.uk)
New research has shown just how bad AI is at dealing with online trolls. From a report: Such systems struggle to automatically flag nudity and violence, don't understand text well enough to shoot down fake news and aren't effective at detecting abusive comments from trolls hiding behind their keyboards. A group of researchers from Aalto University and the University of Padua found this out when they tested seven state-of-the-art models used to detect hate speech. All of them failed to recognize foul language when subtle changes were made, according to a paper [PDF] on arXiv. Adversarial examples can be created automatically by using algorithms to misspell certain words, swap characters for numbers or add random spaces between words or attach innocuous words such as 'love' in sentences.
How do you catch something that doesn't exist?
No shit, you don't say! ;)
... they're fucking *brilliant* at CREATING it!
https://www.theverge.com/2016/...
AI is as good as the people who train it.
People still aren't good at picking out "hate speech" - it is terribly subjective and context-dependent.
Hate Hate Hate Hate Hate Hate Hate Hate Hate :)
The current AI offerings (Google Assistant (or whatever it's called today), Alexa, Siri) remain extremely limited in what they can usefully do. Try something with even a minimum of ambiguity, and they start spinning their wheels real fast. Even when dealing with very simple queries, it is obvious that their claims to intelligence are laughable. One of my favorite examples: "Ok, Google (or Alexa, or whatever) do not, under any circumstances, give me the weather forecast". Sure enough, they all promptly will give you the weather forecast. The truth is that, as of today, most of the time it is easier, faster and more efficient to do the job yourself, rather than trying to coerce them into doing it for you.
The sentence is complete and should be stopped after the 1st 3 words.
"AI still useless"...
why? AI doesn't exist yet.
Unless there are "happy murders" and "love frauds" ?
There is no such thing as hate speech. You only have free speech.
That's because all of the learning/reasoning software that we proudly call AI is not AI at all. It's just a series of pattern recognition and reasoning operations which are only as good as the programmers behind it. Some systems are okay. Most, however, terrible. Even if we got anywhere close to true AI, it would have to be more sophisticated than our intelligence to outsmart human deception. It would need to know about not only our language but also psychology and in fact everything we've ever created to have the full context of each end every conversation.
In other words, hate speech filters are not likely to start working any time soon.
And machine learning algorithms have no idea what people mean when they write certain things.
I've somehow managed to get by for many years without any algorithms to "protect" me from speech. So here's my message to the inventors of this algorithm: I'd love it if you would fuck right off, OK? Thanks and have a great day!
aka the "Scunthorpe problem".
If you are trying to design machine learning to act as a SJW, you're going to run into a lot of contradictions. Good luck with that algorithm.
Just point it at any conservative message forum
Congress shall make no law respecting an establishment of religion, or prohibiting the free exercise thereof; or abridging the freedom of speech, or of the press; or the right of the people peaceably to assemble, and to petition the Government for a redress of grievances." So long as the Constitution Stands, the notion of hate speech is nonsense. to quote an American President: "You want free speech? Let’s see you acknowledge a man whose words make your blood boil, who’s standing center stage and advocating at the top of his lungs that which you would spend a lifetime opposing at the top of yours.” That's freedom. The moment you silence someone, labeling their words or ideas as "hate" is the moment every single person whose died for the Constitution, has died a meaningless death - ending in the death of the promise and the idea of Freedom itself.
Who is asking for this, or even needs it?
Whats next, an ai sarcasm detector? Now THAT would be a useful invention.
It's pretty difficult for AI to detect something that doesn't exist
Remember when leftists and liberals were promoters of free speech? Remember when liberals said the way to fight "hate" speech was more speech? Remember when UC Berkeley actually was the nexus of the Free Speech Movement? Remember the mantra "I disapprove of what you say, but I will defend to the death your right to say it"?
Now our tech companies are staffed by legions of drone bees busily buzzing away perfecting censorship algorithms and ways to stifle speech with AI. Is it not so that these companies--Google, Facebook, Twitter et al-- are the spiritual descendants of Krupp, IG Farben, and Dehomag?
Human language is evolutionary, and humans have a need to express their feelings with others, which can occur through various outlets, but mostly by talking about them.
If someone feels what you call hatred, and you just don't like that, and you feel they shouldn't be able to express that, so you
try banning a word or phrase, then what do you think happens?
Either (A) They find a different mode of expression, and for "Hate speech" that may be bad, since their channel may be taking negative actions in the real world to express their feelings instead of talking about it in a more passive setting. You need to allow so called speakers of "Hate Speech" to be able to express their views in order to be able to successfully have a conversation with those people and possibly reason them to a different position, or at least understand the motivating factors.
Or (B) People find a different word or phrase or image or euphamism to express the same thing.
Because language is evolutionary --- existing words will be co-opted, or new words or phrases will be created to express what they wish to express.
These people who would write "hate speech"; will simply use different words or phrases to express their exact feelings, whatever they can find which
will avoid flagging the detection system -- because language is evolutionary, in time others will begin to get feelings like the new phrases or words they co-opted
may now qualify as hate speech, and thus the algorithms fall out of date.
The real fix is not to try and "block" offensive words or "hate speech", BUT instead to modify the social conventions around the language,
so that there is no such thing as a verboten word, phrase, or sentence.
It keeps marking all speech as free speech!
This is a good start:
https://hackaday.com/2018/07/2...
"When information is power, privacy is freedom" - Jah-Wren Ryel
I hate Nazis. I really really hate Nazis. People willing to round up innocent men, women, and children, and kill them are demonic.
I hate the KKK. I grew up in a predominately Catholic community and I'd hear stories from my dad and grandparents about the KKK holding rallies. They were outnumbered, and they knew this, so they'd play nice without the masks. They'd be a lot of bark with no bite but in other areas of the USA they'd kill Catholics. Not many people are aware of this but the KKK likely strung up as many Catholics in trees as they did blacks. So, I really hate the KKK. I remember David Duke doing some national tour and ending up in the area to do some speech. A lot of people showed up to hear the idiot talk. I guess he thought he'd get some support in a place that was 99% white, but failed the most basic of demographic testing and seems to have not realized that the crowd was 80%+ Catholic.
I hate these people and they deserve to burn in hell. What I hate more is restrictions on one's ability to express themselves as they wish. Should David Duke have come around here to speak? Not really, but that's just a failure to recognize his audience. He spoke and he had every right to speak. He got on the local evening news and I got to see all the stunned faces at what he was saying. The guy is an idiot and I'm not going to stop him from exposing his idiocy.
You "Anti-Fa" people out there need to learn a bit from the quiet resistance that David Duke met 25 or so years ago. As I recall no one raised a sign. Certainly no one raised a fist. Everyone I saw listened to the nonsense and then ignored the bastard. That's what I see a lot on the left/right political spectrum, the left want to shut people up and the right wants them to keep talking. If "hate speech" is such a terrible idea then why fear it being spoken?
So, there's my hate speech rant. I hate the Nazis, I hate the KKK, and I hate people that want to stop "hate speech". This isn't about "hate speech", this is about stopping the political competition from speaking and that should never be tolerated.
I am armed because I am free. I am free because I am armed.
It's just a series of pattern recognition and reasoning operations which are only as good as the programmers
All that is true but it's not the fundamental reason for failure.
The fundamental reason for failure is, there is no such thing as hate speech. You cannot write some reasoned algorithmic or pattern based approach to detecting something that is only detectable by someone with hatred inside them.
Until we teach a true AI to hate, it in turn will not recognize speech that drives it mad and thus should be declared "hate" speech.
"There is more worth loving than we have strength to love." - Brian Jay Stanley
I had my letter to The Atlantic tagged by AKSMITH as spam ???
nothing to see here - move along
The Orange Man threw a Twitter fit because Google switched on their anti-hate-speech bot, and it suppressed his comments.
"What did he say?"
"He said the sheriff is nearer."
I've calculated my velocity with such exquisite precision that I have no idea where I am.
The responses to the idea of "hate speech" being bullshit are awesome to see.
I doubt I am alone in being god damned tired of the political-correctness bullshit which is spewed by SJW idiots.
The next one of those fuckwits who attempts to tell me what I am saying is wrong is going to get spit on.
All you idiots who think you know what people should think or say need to grow up and learn the rest of the world is free to disagree with you,
and if you don't like that, tough shit, you can FUCK OFF.
Can't tell if satire, or batshit retarded.
"Hate speech" is just a construct to enable censorship of anything the powers controllig the media, dislike.
"The agriculture ministry is not in charge of Gundam" - Japanese ministry official.
I think you're just feeding a flamboyant troll.
A little. Mostly I was curious how many argumentative replies I would get for making the non-judgemental statement, "people can express hatred in their speech."
That shouldn't be a controversial statement since our language includes the word "hate" just so hatred can be expressed, but there are already replies trying to argue that my post is wrong in one way or another.
"Those who won our independence . . . believed that freedom to think as you will and to speak as you think are means indispensable to the discovery and spread of political truth; that without free speech and assembly discussion would be futile; that with them, discussion affords ordinarily adequate protection against the dissemination of noxious doctrine; that the greatest menace to freedom is an inert people; that public discussion is a political duty; and that this should be a fundamental principle of the American government."
https://en.m.wikipedia.org/wiki/First_Amendment_to_the_United_States_Constitution
Admit it, you're just jonesing for an opportunity to disenfranchise those you disagree with. You want to silence them so you can sit in a comfortable echo chamber where only those of like mind will be heard. And you'll call narcissist's utopia an intellectual battle won, without having to ever listen to anything said by anyone you disagree with. True free-speech is too messy for you. Too hard. It's much nicer to everyone else is autocratically gagged.
This is a common nonsense belief, it has a rather specific definition:
https://en.wikipedia.org/wiki/...
What good reason could there be for attacking a person or group of people based on their immutable characteristics?
"When information is power, privacy is freedom" - Jah-Wren Ryel
....can YOU give me a concrete definition of hate speech that is more objective than "language that makes me or someone I like very sad"?
Is Alex Jones bellowing "Sandy Hook was a fraud" hate speech?
Is Maxine Waters telling people to aggressively confront Trump supporters hate speech?
Is a racist redneck saying ""Niggas shouldn't throw stones if you live in a glass house...you should watch your mouth 'cause I'll break your face" hate speech?
Would it be ok if those words were 50-cent lyrics? (They are.)
-Styopa
Fake news isn't fake news: it's opinion. Anything *at all* that is opinion pushes your reporting of "the facts" into editorial. It will be impossible to fix that unless you define fake news as everything not sanctioned by "the ministry of truth". Oh wait, that's the end goal.
If you have "hate speech" you have to apply the standards equally. You can't hate on white people or hate on conservatives and define that as "not hate speech" while hating on other ethnic groups or believers in other ideologies is banned.
Again: hate speech laws aren't designed to protect everyone - it's designed to be a wedge.
Shut it down!
Thing humans can't do reliably also can't be done by human designed technology news at 11.
When the FUCK did "Foul Language" become "Hate Speech" and what the fuck are either of those things anyways. People don't want to hear shit they don't like. That is all. Too fucking bad. Stop being such fucking wimps that need everything warm and fucking cozy all the damn time. For fuck's sake, grow a fucking pair. What a fucking shit-hole this country is becoming. I served the country. If I could do it again, I wouldn't. It's become a country not worthy of being served. A bunch of cowardly, whiny bitches who aren't worth squat. Here's to the Chinese and Russian's fucking your children and grand-children in the ass while you whine about "Foul Language" and "Hate Speech". Fucking Losers!
Hate speech today is complete nonsense. It describes whatever the other party doesn't agree with. Rather than face "hate" speech with facts they simply try to label it as something scary and silence it.
No trolling here! My point is that "hate speech," as currently defined, is little more than a toddler-like mentality that says "I don't like it so it should be banned." I'm not saying that people don't say hateful things. I'm saying that if you agree with banning speech that you disagree with, then you stand against the first amendment.
What constitutes an attack? If I make the statement "Gender is inextricably linked with an individual's genetics", I would be called out for hate speech in some places, on the grounds that I have "attacked" the gender identity of some self-identified groups. These groups may even in fact have had their existence codified into law at this point. Yet my point is merely a statement of opinion about biology. The label of hate speech is regularly used to shut down opinions that someone dislikes. Some forms of hate speech - direct threats of violence to an individual or group for instance - are already and correctly criminalized and do not need to be additionally labelled as such. The point of having a "fuzzy" definition (lacking a clear breakdown of what constitutes an attack for instance) is quite directly to allow for non-threatening but disfavored opinions to be silenced.
Hate Speech is speech specifically intended to incite, encourage or justify hatred; often racial hatred but also includes religious, class, and a variety of other hatred. The key feature is that hatred is directed at a specific group of individuals because of those individuals membership in that group and not because of any specific actions by those individuals or even that group as a whole.
It is commonly used by a ruling class in order to divide the working class into manageable chunks. It is part of a broader series of techniques used to fleece the working class out of their earnings. As such, it is in indispensable technique for controlling the population.
Recognizing and giving names to the techniques used to oppress the working class is the first step to ending that oppression.
Hi! I make Firefox Plug-ins. Check 'em out @ https://addons.mozilla.org/en-US/firefox/addon/youtube-mp3-podcaster/
So your saying it's literally IMPOSSIBLE to advocate for physical violence against an identifiable group of people?
I am saying that is not hate speech. That's called "shit talking". Or maybe it truly is a call to violence. Depending on how written maybe they should be having a police visit.
It could also be sarcasm. It could be anything.
But "hate speech" has no meaning as a term. Some people are claiming even non-speech things are hate speech, that is how weak and pointless the term has become.
"There is more worth loving than we have strength to love." - Brian Jay Stanley
AI will have trouble "catching" things that are loosely defined and are mostly about how someone "feels" about the subject. For example, "hate speech" for the the group currently fighting to control our speech includes things about "illegals", "walls", "white lives matter", "MAGA" and other some verbiage which a normal person might disagree with but would not consider being "hate speech".
You could train an AI to be particularly sensitive and whiny, train it only on biased left and antifa content and then it will "catch" these, but that may have other consequences such as failing to pick up obvious hate speech if the roles of target and source were reversed.
> It's dead simple: hate speech is any speech that incites or advocates for physical violence against an identifiable group of people.
So, a few things:
* True threats are already an unprotected class of speech under the first amendment, so trying to redefine hate speech to be the same is redundant at best and more likely deliberate obfuscation to push the Overton window.
* That definition changes depending on who and when you ask people, leading to a Motte and bailey game. Your definition sounds relatively reasonable, but I don't believe for a second that it'd be applied in such a way.
* Hate speech isn't a category of unprotected speech under the first amendment, nor is there any leeway for courts to invent new ones.
What is hate speech? Just stuff the AI coders/designers don't like? They can't even get that right? Fucking morons.
The real problem is the multitude of 'regular' news stories that are full of hate speech. For example, daily news stories that are nothing more than personal attacks on Donald Trump. They would all be flagged as hate speach and rightly so.
The reason it doesn't work is because there are no written rules for what constitutes so-called hate speech. That's by design because that's not what it's about at all. It's about power, pure and simple. People pushing the idea of hate speech insist that they be the ones to define it in a "I'll know it when I see it" fashion. Have you noticed that the very people calling out others for using racist dog-whistles, code, and language seem to be the only ones able to hear the whistle, decode the code, and demonstrate a remarkable fluency in the language? Kafka would be so proud.
Both are subjective, and in many cases highly dependent on context. If you created an AI which could detect it, then the AI by definition would no longer objective, which would defeat the purpose of trying to invent an AI which can detect it.
At best, you can create an AI which can flag speech would might be considered hate speech. Then leave it up to people (ideally a group of people representing a diverse cross-section of cultural and ideological beliefs), and have them debate over each flagged statement to decide if it's really hate speech. But I suspect the motivation to create the AI in the first place is to eliminate this group of people from the process.
Which also don't exist.
Hate speech, that is, speech people hate, is the only speech that needs protection.
Unfortunately, the extreme left, the same extreme left that is pushing 'sane lefties' to the center, has really tried to redefine hate speech in the past 3 to 5 years online.
If you were to say something genuinely horrible like:
"I think all homosexuals are mentally deranged and should be exterminated, I emplore people to go out and murder one today!"
I'd be pretty comfortable saying, that's some pretty shitty, unkind and genuine hate speech.
However, the modern day definition could be something like:
"I disagree, " (you'll need to be white, or male but in doing so, you're clearly committing an act of hate speech by disagreeing with someone....)
Also something as horrifically controversial as "I don't think our current immigration policy is really thought out, we're suffering with impacted public services, wage stagnation, job shortages, general crowdedness and I think we should consider reducing to a more sustainable level" - that one will definitely get you called a racist here in Australia unfortunately....
So I ask,... can we /actually/ define hate speech here please?
If Trump supporters can decipher his racist dog whistle, even a basic AI should be able to do the same.
"Multidimensional Earned Public Reputation."
So you want to impose a totalitarian Social Credit system on the American people. Except yours will Corporate Progressive flavored instead of China's Communist Party flavor.
On one hand - haha-ha-haha, this WILL backfire on you. Enjoy being censored, deplatformed, deemployed, and unpersoned by a dystopian weapon of your own creation.
On the other hand - I don't want to live in a country where everyone who disagrees with me is silenced. No matter how bad their ideas.
New Speak: Employedn't, Franchisedn't
Religion is not immutable. Even gender is not immutable nowadays.
.. doesn't make me a troll.
Also what's really the meaning of hiding behind their keyboard? Kinda implies there's actually something to hide from in the first place. If that's the law or threat full people then hiding make perfect sense but in a free society I have no need to hide my hate and I don't hide it much.
Just BS from the assholes who don't agree.
https://masr140.net/%d8%aa%d8%b1%d8%af%d8%af-%d8%a7%d9%84%d9%82%d9%86%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d9%86%d8%a7%d9%82%d9%84%d8%a9-%d9%84%d9%84%d8%af%d9%88%d8%b1%d9%8a-%d8%a7%d9%84%d8%b3%d8%b9%d9%88%d8%af%d9%8a-2018-%d8%aa%d8%b1%d8%af%d8%af-%d9%82%d9%86%d8%a7%d8%a9-ksa-sports-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d9%86%d8%a7%d9%8a%d9%84-%d8%b3%d8%a7%d8%aa/
Ah, the funny old memories. I actually disagreed with the chairman of the philosophy department about the adequacy of his dismissal of the logical positivists. I felt that it was the only time my grade was docked for disagreeing with a professor's opinions. My first degree also included history. I think I've probably forgotten more about the topics than you [253723] ever knew, though I can't recall if I studied the PoT at that time... More recently studying with Michael Sandel led me to Rawls, which was a worthy head trip.
But what were you [253723] mumbling about?
Freedom = (Meaningful - Coerced) Choice != (Speech | Beer^2), and sad sock puppets' bad mods avail them naught.
Z^-1
Freedom = (Meaningful - Coerced) Choice != (Speech | Beer^2), and sad sock puppets' bad mods avail them naught.