Showing posts with label detection. Show all posts
Showing posts with label detection. Show all posts

Monday, January 4, 2016

Out of sync = red flag

Someone tweeted this TED article to me and I retweeted it, but also thought I would give my thoughts: "This is how our bodies betray us in a lie". The main idea is:

When we are being inauthentic — projecting a false emotion or covering a real one — our nonverbal and verbal behaviors begin to misalign. Our facial expressions don’t match the words we’re saying. Our postures are out of sync with our voices. They no longer move in harmony with each other; they disintegrate into cacophony.

The article is pretty interesting. It talks about how most people focus on the words when they're trying to determine who is a liar or not, but body language is a much better determinant. They did studies that found that people with brain hemisphere issues that make them less prone to focus on language do better at identifying liars than people with brain hemisphere issues that don't.

And this passage:

Presence manifests as resonant synchrony. Presence stems from believing our own stories. When we don’t believe our stories, we are inauthentic — we are deceiving, in a way, both ourselves and others. And this self-deception is, it turns out, observable to others as our confidence wanes and our verbal and nonverbal behaviors become dissonant. It’s not that people are thinking, “He’s a liar.” It’s that people are thinking, “Something feels off. I can’t completely invest my confidence in this person.” As Walt Whitman said, “We convince by our presence,” and to convince others we need to convince ourselves.

... makes me think of my own life experiences. There are so many weird things that happen to me, like my school nurse detaining me for suspicion of drug usage, or getting detained by security officers, getting interrogated by building maintenance personnel, or any number of weird situations. I have had two really weird situations like this in the past few months, being told that my "story doesn't add up" and basically be one or two steps away from having the cops called on me for nothing. I was talking to a family member about it who said that these people are all just picking up on a vibe from me that seems a little off, like I'm a person of interest or a sketchy character -- I'm triggering some evolutionary level warning system in their brains. I do think this is true, but I always wondered what their warning system is or what it is about me that triggers it. Now I wonder if it's not his asynchrony between my body movements and words that comes from being a naturally sort of inauthentic seeming person.

Also regarding all of this being hard work:

Simply put, lying — or being inauthentic — is hard work. We’re telling one story while suppressing another, and as if that’s not complicated enough, most of us are experiencing psychological guilt about doing this, which we’re also trying to suppress. We just don’t have the brainpower to manage it all without letting something go — without “leaking.”

A lot of people wonder how I could be basically an introvert while being sociopathic. The reason why is because it is so draining to have to project a particular image while constantly monitoring how that image is being received and making small adjustments accordingly. I've gotten a lot better about just being myself (had to have a better sense of self before that was even possible, so it's not like everyone can just choose to do that whenever they feel like it). Even that takes a little bit more effort, though, because I'm still not really used to it. And I don't love people in general. So introvert.

Thursday, June 20, 2013

Identifying sociopaths (and then what?)

This was an interesting post from author of Liars and Outliers, Bruce Schneier, about the identification of sociopaths. He first quotes Scott Adams (Dilbert comic author) predicting the future identification of "sociopaths and terrorists":

My hypothesis is that science will someday be able to identify sociopaths and terrorists by their patterns of Facebook and Internet use. I'll bet normal people interact with Facebook in ways that sociopaths and terrorists couldn't duplicate.

Anyone can post fake photos and acquire lots of friends who are actually acquaintances. But I'll bet there are so many patterns and tendencies of "normal" use on Facebook that a terrorist wouldn't be able to successfully fake it.

Adams says that the reason that it would work is the same reason that fraud detection programs work: "[C]rooks don't know there is a normal pattern and so they don't know when they violate it. I think the same would be true for Facebook. There must be dozens of normal Facebook patterns that sociopaths and terrorists wouldn't know about, and therefore couldn't fake." This does not seem implausible, and is one of several reasons why I think that remaining completely anonymous and undetectable is not going to work for the rising generation of sociopaths.

Schneier has another criticism:

Okay, but so what? Imagine you had such an amazingly accurate test...then what? Do we investigate those who test positive, even though there's no suspicion that they've actually done anything? Do we follow them around? Subject them to additional screening at airports? Throw them in jail because we know the streets will be safer because of it? Do we want to live in a Minority Report world? 

The problem isn't just that such a system is wrong, it's that the mathematics of testing makes this sort of thing pretty ineffective in practice. It's called the "base rate fallacy." Suppose you have a test that's 90% accurate in identifying both sociopaths and non-sociopaths. If you assume that 4% of people are sociopaths, then the chance of someone who tests positive actually being a sociopath is 26%. (For every thousand people tested, 90% of the 40 sociopaths will test positive, but so will 10% of the 960 non-sociopaths.) You have postulate a test with an amazing 99% accuracy -- only a 1% false positive rate -- even to have an 80% chance of someone testing positive actually being a sociopath.

He ends with this thought: "Many authors have written stories about thoughtcrime. Who has written about genecrime?"

The comments are also really worth reading for their intelligence and insight. For instance, there was this comment:

First you'll need a useful definition of "sociopath" that is not, for practical purposes, equivalent to "non-conformist" or "adherent to a religion not on the approved list", etc. 

Followed by this comment:

You may underestimate the ability to create tautological tests. If you define a sociopath as someone who fails the sociopathy test, then the sociopathy test is 100% accurate in identifying sociopaths. 

That's all well and good, until people begin to think that an attribute thus defined is useful for anything.

Thursday, October 20, 2011

Tracking psychopath's language patterns online

The following is going to sound absurd to some of you, and very promising to others. Cornell professor Jeff Hancock University of Critish Columbia professors Michael T. Woodworth and Stephen Porter have come up with a text analysis system that they believe may be able to pick out sociopaths in something as short as a 140 character "tweet." As reported by the NY Daily news:

A New York professor who studied the tell-tale speech patterns of psycho killers is broadening his research to see if tweets, texts and emails reveal similar tendencies.

That could help detectives identify murder suspects through their social media and online postings - and develop strategies for grilling them in the interrogation room.

"I do think some of these tools will be used by law enforcement," Cornell's Jeffrey Hancock said at a briefing Monday about his research.

The core of the study involves interviews with 56 convicted killers in a maximum security Canadian prison - including 18 who were certified psychopaths.

Hancock and co-author Michael Woodworth of the University of British Columbia used linguistics analysis to parse the transcripts. They noticed several trends. The psychopaths used the past tense more often than the others, suggesting a higher degree of detachment from the crime - a hallmark of the disorder. They also peppered their speech with verbal stumbles like "uh" and "um," showing it was difficult for them to talk about an emotional event. The researchers knew that psychopaths often view their killings as a means to an end - not an emotional reaction - and that was borne out in their language. They used cause-and-effect words like "so" and "because" more often than non-psychopaths - and focused on material needs instead of social needs like love and family. "Psychopaths talked a lot about what they ate that day [of the murder]," Hancock said. "They talked about money more often."

As a followup, the profs are now having student volunteers submit their online communications and fill out a survey that measures their psychopathic tendencies. They hope the exercise will determine if the language patterns used in social media can show whether a person is a psychopath. That could be a valuable tool for investigators because much of language is unconscious - and less likely to be manipulated by psychopaths, who can be incredibly cunning. "You can spend two or three hours with a psychopath and come out of there feeling like you've been hypnotized," he said. "It's definitely time for a glass of wine and a shower."
Or from the Daily News:

Psychopaths also used more subordinating conjunctions like ‘because’ which is explained by their interest in cause and effect.

The report says: ‘This pattern suggested that psychopaths were more likely to view the crime as the logical outcome of a plan (something that 'had' to be done to achieve a goal)’.
Uh, that reminds me of last night when I spent so much money on dinner because I was starving and I was wearing coveralls, since I was worried about the blood.

18 certified psychopaths? Even if you took large language samples from each of these prisoners (emphasis on prisoner), I imagine that it would be very difficult to show that these similarities were actually correlated to the isolated variable "psychopath." Law of large numbers, anyone? Also, the language was taken from having people describe their crimes. Luckily I don't ever talk about mine on Twitter so I should be fine...
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