[HN Gopher] Twitter Bots Are a Major Source of Climate Disinform...
       ___________________________________________________________________
        
       Twitter Bots Are a Major Source of Climate Disinformation
        
       Author : alexfromapex
       Score  : 190 points
       Date   : 2021-01-23 16:06 UTC (6 hours ago)
        
 (HTM) web link (www.scientificamerican.com)
 (TXT) w3m dump (www.scientificamerican.com)
        
       | godmode2019 wrote:
       | How could someone possibly label posts correctly if they don't
       | actually know what accounts are bots.
       | 
       | Seems like the training data was selected to aid the answer they
       | were looking for.
       | 
       | You have to remember people that believe their point if view is
       | correct tend to share more and comment more so other people know
       | they are misinformed.
        
       | reddotX wrote:
       | youtube is infested with bots
        
       | jjbinx007 wrote:
       | I've long suspected there are vast bot networks like this all
       | over social media.
       | 
       | YouTube comment sections on videos related to covid are an
       | absolute cess pit of covid deniers, misinformation spreading and
       | conspiracy theory peddling.
       | 
       | I would like to think these are bots and not a very vocal but
       | significant section of society but given recent world events I am
       | not sure at all.
        
         | BelenusMordred wrote:
         | You don't need some exclusive GPT-3 access for this. A simple
         | Markov bot is enough to fool nearly everyone they perform
         | fairly well when given specific domains, quite poorly in
         | general online forums though.
         | 
         | Give that bot a foreign name and virtually every native English
         | speaking person will assume it's simply bad grammar.
        
           | notahacker wrote:
           | It's Twitter, you don't even need to generate original text:
           | likes, comment-free retweets, reaction gifs and posting the
           | same text as replies to everything are all actions that will
           | boost whatever sentiment or link it is you want to boost.
        
         | simias wrote:
         | I genuinely wonder what's the real number. It is easy to find
         | accounts that look like they could be bots, but I wonder what
         | portions of those are just very dedicated individuals.
         | 
         | I don't use social media a lot but I do regularly post on HN
         | for instance. I don't know what my average message rate is but
         | it's probably around 1 message/day. Now if I just wanted to
         | spam my political agenda on the site (and the site let me do
         | it) I could very easily copy/paste the same bullshit a hundred
         | times a day on every story on the frontpage. If like 20 other
         | people did the same thing the amount of noise we'd generate is
         | pretty large
         | 
         | Look at random fan wikis to see the amount of free work some
         | dedicated individuals can achieve. I'm certain that many of
         | these super active troll accounts are just that, dedicated
         | individuals who feel very strongly about something and just
         | spend 10 hours every day spamming and harassing and copy-
         | pasting. If your output is like 100x that of a normal user (and
         | you know how to game the algorithms to amplify your message)
         | you don't need a huge number of accounts or automation to
         | become a real nuisance.
        
           | lmeyerov wrote:
           | We research this stuff - a lot of nation-state and financed
           | activity is farms of low-paid people assisted by software
           | running multiple and shared accounts. Misinfo analysts
           | (including ML tools) can suspect this bc the accounts clock
           | in & clock out and follow a talking points script. Except bc
           | a low paid person is adding a human touch, account abuse
           | teams see it and do nothing due to uncertainty, despite being
           | against TOS.
           | 
           | Sometimes it is more obvious. People had MAGA campaign apps
           | that lets Trump's team remotely activate otherwise-legit
           | social media accounts. So the account is real, but popular
           | messages were bot behavior. Twitter is even less likely to
           | want to take down such an account, despite the prohibited
           | behavior.
        
         | heidar wrote:
         | 100%. I find this incredibly interesting and I'd love to
         | understand more about what topics they post about. I bet many
         | hot topics, especially ones about politics, have a fair share
         | of bots commenting.
         | 
         | I think their purpose is equally interesting. I'd guess a lot
         | of them are there to polarise discussions and drive people
         | apart, but there are probably ones that have an agenda to drive
         | a specific opinion as well.
         | 
         | I think this isn't just on Twitter, but other platforms as
         | well.
        
         | therockspush wrote:
         | I used to run a twitter bot. It didn't create any content. Just
         | liked, retweeted or followed based on keywords.
         | 
         | Then my tweets would get liked and followed. 95% of that was
         | just bots.
         | 
         | Every now and then I would unfollow a real person and my
         | account, which was clearly a bot, would get some hate mail
         | telling me to re-follow them.
         | 
         | It was pretty surreal.
        
         | jjcon wrote:
         | > given recent world events I am not sure at all.
         | 
         | Have recent events involved significant sections of society?
        
         | imiric wrote:
         | Not just YouTube comments, but videos as well have become
         | automated or semi-automated to produce the most engaging
         | content and maximize ad revenue. There are companies making
         | millions by gaming the system. See the Elsagate scandal and
         | TheSoul Publishing[1], the company behind those 5-minute craft
         | videos and occasional Russian propaganda.
         | 
         | And of course similar things are happening on all social media
         | platforms.
         | 
         | It's deeply ironic that the West built all these tools with the
         | intention of "connecting" people, something that's still
         | Facebook's main mission statement, yet its biggest effects have
         | been exactly the opposite, causing division and distrust
         | between people, and contributing to real world conflicts and
         | toppling of governments.
         | 
         | Social media today is weaponized by political agents to spread
         | misinformation and propaganda on an unprecedented scale and the
         | platforms are paying them to do it. The current political
         | climate in the US is no surprise. It was a coordinated psyops
         | attack and its enemies are laughing at how easy and inexpensive
         | it was to destabilize a nation compared to traditional warfare.
         | 
         | I fear that we still haven't seen the worst of it, and frankly
         | I'm not sure what the solution is.
         | 
         | [1]: https://www.lawfareblog.com/biggest-social-media-
         | operation-y...
        
       | rdtwo wrote:
       | Honestly a lot of what I use Twitter for is stock alerts and
       | giveaways. It's a crap platform for anything else
        
       | cblconfederate wrote:
       | Why do we trust twitter etc? We seem to have forgot how
       | newsgroups died. The problem is not solved yet, probably never
       | will be solved with machine learning. ML just moves the goalposts
       | for trusting the algorithm to trusting the employees of each
       | company.
        
         | emphatizer2000 wrote:
         | We don't trust Twitter. That is just what sensationalist papers
         | claim.
        
         | dragontamer wrote:
         | > We seem to have forgot how newsgroups died.
         | 
         | When Digg, MySpace, and Slashdot became more convenient sources
         | of disinformation?
        
           | cblconfederate wrote:
           | i mean earlier when it became overtaken by spam
        
             | dragontamer wrote:
             | There were moderated newsgroups for years. There were some
             | people who preferred to hang out in the spam-filled,
             | unmoderated areas.
             | 
             | But there were plenty of newsgroup users who preferred the
             | tightly moderated newsgroups.
        
       | superflit wrote:
       | I choose 4 of my followers that I did not agree ideological and
       | surely their Botometer score was higher than 4.0
       | 
       | Maybe people I disagree they have same arguments and are
       | considered bots?
       | 
       | Or they just parrot same things?
        
       | bhawks wrote:
       | Not to be snarky - but remove the words Bot and Climate from the
       | title - it's cleaner.
       | 
       | Twitter as a platform promotes toxic social interaction,
       | tribalism, hot takes, low effort & low impact feel good activism
       | and rage driven mobs.
       | 
       | It is literally a hack on human neurochemistry that hurts
       | individuals and society as a whole. People should be connecting
       | with others in a rich, high context, cooperative and supportive
       | environment - like we often have in our physical communities.
       | That is by definition healthy and productive. I wish social
       | platforms were the virtual version of what we have in the real
       | world - not this twisted and broken imitation. Twitter is the
       | worst but that doesn't mean any of the other forums are much
       | better. HN is often ok - but has its flaws too.
       | 
       | Tldr everyone thinks everyone is a bot AND there actually are
       | bots too. That's because twitter is virtual heroin and it is
       | hurting us by design. :(
        
       | barney54 wrote:
       | With articles like these, I wish they would provide examples of
       | what they they are talking about. As in, examples of likely bots,
       | and examples of the problematic tweets. It's not too hard to
       | provide the evidence to really make their case.
        
         | IfOnlyYouKnew wrote:
         | Here are the training sets used for the bot detection tool:
         | https://botometer.osome.iu.edu/bot-repository/datasets.html
        
         | Shivetya wrote:
         | They won't and they don't have to because for the most part
         | articles like this just appeal to people who believe it to be
         | true anyway. They don't need to read further than the headline
         | to have their beliefs verified.
         | 
         | Hell, you want climate denial, just go publish old stories
         | about lack of ice in certain port cities in the early 1900s and
         | lack of snow or increasing strong storms. What is fun about
         | perusing old news is how that much of the same claims made then
         | are no different than today.
         | 
         | Make your own decision but never blindly trust even stories you
         | agree with.
        
           | IfOnlyYouKnew wrote:
           | > lack of ice in certain port cities in the early 1900s and
           | lack of snow or increasing strong storms.
           | 
           | speaking of people whose mind is made up...
        
       | spikels wrote:
       | And Scientific American is a major source of politicized science.
        
       | krona wrote:
       | I just ran my own Twitter account through the so called
       | 'Botometer' used to form the conclusion of the article.
       | Apparently I'm 4.7/5 bot.
       | 
       | Needless to say I didn't finish reading the article.
        
         | styluss wrote:
         | Curious if you get a similar result with BotSentinel
         | https://botsentinel.com/
         | 
         | NB: not affiliated with Bot Sentinel
        
           | blakesterz wrote:
           | I tried both this and the other and I am happy to say I am
           | not a bot on either. I did get a .7 on the other and a 0 on
           | this one.
           | 
           | Interestingly it identified my sister in law as a bot, but
           | looking at her account, I'd assume the same. Anyone else I
           | checked seemed accurate as well.
        
             | jacquesm wrote:
             | The Stepford Wives...
        
         | Berobero wrote:
         | A ML model giving a single false positive is generally
         | uninteresting and meaningless in evaluating its overall
         | performance. Also, note that the details clearly state that,
         | even for high bot scores, some non-trivial percentage of
         | examples in their training data were still labeled as human.
         | 
         | As an aside, for those interested, the GitHub page for the
         | tool's Python API (https://github.com/IUNetSci/botometer-
         | python) lists relevant papers regarding the functioning/design
         | of the tool.
        
         | dlkinney wrote:
         | I follow a (very) wide spectrum of accounts on Twitter and the
         | following seemed true for the accounts I follow which scored
         | highly likely to be bots:
         | 
         | - it's 50/50 accurate picking _actual_ bots I know I follow
         | 
         | - the more simple the reading level, the higher it scored
         | 
         | - however, _extremely_ heady accounts also score high
         | 
         | - the farther right/left the account goes seems to up the score
         | a little
         | 
         | - accounts that quote authors frequently score very high, even
         | if they're human behind them
         | 
         | - _everything_ from Chinese state media scored higher than
         | anything
         | 
         | - _everything_ that was frequently highly critical of China
         | scored extremely high
         | 
         | - most Trumpers and Antifa I follow had very low scores (but
         | most are high-up/origin accounts)
         | 
         | - most news organizations from both sides scored middle range,
         | including known propagandists and "reputable" organizations
         | 
         | - accounts from both sides of the COVID discussion were mostly
         | low
         | 
         | Hard to say, but my best guess is "low effort" is the defining
         | factor. Only exception is the pro/anti-Chinese stuff, which is
         | definitely a mix of real people and bots.
         | 
         | I keep pretty good tabs on the accounts I follow and I think
         | I'm pretty good at determining who is "a real person with real
         | feelings saying real things they really think" and bots, and
         | from this analysis, I have zero faith that this tool has any
         | modicum of reliability in a research setting.
         | 
         | I think it's possibly accurate enough to say "yes, this is
         | _definitely_ a human ", but totally fails to identify bots.
         | Thus, any research that uses this tool as a measure of bot
         | influence is way off, because there are way too many false
         | positives. Which I guess is a good thing for anyone who wants
         | to say, "look at all these people being suckered by all these
         | bots!" which is pretty unscrupulous.
         | 
         | YMMV
        
         | delecti wrote:
         | I ran my account through it and got a 0.0 rating, and ran it
         | against my followers, and got similarly low scores for the
         | accounts that I know to be real people (the highest score for a
         | follower I know to be a person was 0.8). I saw higher scores
         | for either accounts that followed me out of nowhere (I'm not
         | interesting enough to draw real strangers), or for accounts
         | that are run as public profiles (an artist with a public
         | account for their comics). I'm inclined to assume that you
         | likely have either atypical or impersonal twitter habits.
        
           | [deleted]
        
           | Zuider wrote:
           | You may need to test for confirmation bias. I am sure you and
           | people you know are well behaved and courteous on twitter and
           | social media in general, and so would not trigger any alarms.
           | Have you tried the bot-test on more contentious accounts that
           | you know to be human?
        
             | true_religion wrote:
             | If only this was 2 weeks ago, we would know a certain
             | contentious presidents' account to bot tests... but as of
             | now, why follow anyone who is not well behaved?
        
             | delecti wrote:
             | I just checked a few of the more abrasive people I know,
             | both of whom also do a lot of non-quote Retweets, and both
             | also scored quite low (0.4 and 0.1).
        
           | jacquesm wrote:
           | Or maybe that's just buggy software.
        
             | freeone3000 wrote:
             | It's not buggy: it detects patterns like the majority of
             | posts being retweets instead of new posts; any new post
             | consisting of an image and accompanying text instead of a
             | message or thread; replies being short comments on top
             | responses to popular posts; and a high degree of
             | connectivity to other accounts that are likely bots.
             | 
             | False positives are generally curated accounts, corporate
             | accounts, and government accounts (which are really bots
             | with their software in managerial documents); porn
             | accounts; and people who reblog the news but don't really
             | "use" twitter.
        
               | tetromino_ wrote:
               | And if it's anything like some other naive bot detection
               | algorithms I've seen, it might be viciously biased
               | against non-English-speakers. To the extent of, say,
               | labelling anyone primarily using Arabic or Cyrillic
               | alphabets as a bot.
        
               | jacquesm wrote:
               | Or that writes a lot in Dutch.
               | 
               | Just the other day a prominent dutch account got auto-
               | blocked on twitter for saying 'Die Rutte toch.', where
               | 'Die' (a pretty common dutch word, which in this case
               | translates as 'That') was mistaken for a threat to our
               | prime minister.
        
               | jacquesm wrote:
               | If it detects my account as a bot I would say it's buggy,
               | because I've done none of that stuff.
        
               | pixl97 wrote:
               | Or you just post a lot of misinformation.
        
               | jeffbee wrote:
               | When I was in the spam blocking business we joked about
               | the problem of the Russian urologist. Somewhere, there
               | must be someone who really is trying to buy Viagra from a
               | Russian e-commerce site. But the other 99.99999% of the
               | time it's spam. Perhaps this person's Twitter suffers a
               | similar fate: all the classification features align with
               | robot traffic, but they aren't a robot.
        
               | jacquesm wrote:
               | Right, yes, that must be it.
        
         | Zuider wrote:
         | The article is distinctly Orwellian. I am a climate skeptic and
         | have participated in such discussions, and found that my bot-
         | rating is very high. Other people whom I know by reputation and
         | online presence elsewhere are also categorized as not being
         | actual humans.
         | 
         | Along with this, there is the pre-emptive and dogmatic
         | assertion without proof or serious argument that any
         | disagreement with official dogma must necessary be deliberate
         | 'disinformation' spread by those with an immoral vested
         | interest in spreading falsehood.
        
           | gnarbarian wrote:
           | So now we'll see twitter ban this bot because it
           | "dehumanizes" a large group of people like the NPC meme
           | right?
        
           | vegetablepotpie wrote:
           | I listened to the drilled podcast two weeks ago and season 3
           | was very eye opening to me because they did an in depth look
           | at how corporate PR has evolved to influence public opinion
           | in very subtle and powerful ways. We're talking oil companies
           | setting up contracts the size of $25 million to influence
           | opinion on single issues and they work with psychologists to
           | take advantage of the shortcomings inherent in our minds.
           | 
           | The result is that in 2021 people tell me things that
           | influence their opinions that are either misleading, out of
           | date or absolutely false. We're talking things like
           | climategate or that volcanoes give off more co2 than all of
           | human civilization.
           | 
           | I'm just a regular person, I don't believe in climate change,
           | I've researched it, it's something I'm concerned about. A
           | million dollar PR campaign against me and my friends, family
           | and coworkers is not something anyone can standup against.
           | 
           | The dogma that you perceive comes from people reacting to
           | dissatisfaction from an important issue that isn't being
           | taken seriously. We are citizens, regular people, against
           | what amounts to artificial intelligences that are maximizing
           | the number of paper clips they produce. David and Goliath
           | doesn't come close to the situation we're up against.
        
             | Retric wrote:
             | How on earth do you come to that conclusion? Personally the
             | physics of climate change is kind of a basic back of the
             | envelope calculation that should be obvious to most
             | educated people.
             | 
             | So I genuinely wonder how people can look into it and not
             | look at the absorption spectra of CO2 go ahh I see and then
             | move on. I mean such a calculation isn't enough for policy
             | changes or anything, but it's putting a high hurdle on the
             | other side.
             | 
             | Is it some disagreement about the physics involved, or just
             | a bunch of people you believe saying something different,
             | or what?
        
               | offby37years wrote:
               | There are 2 types of people. Those who think in statics
               | and those who think in dynamics. Climate change is not
               | basic back of the envelope calculation specifically
               | because we're dealing with a dynamic system. The more
               | complex the world, the less you can grasp it from
               | academic studies.
        
               | Retric wrote:
               | In what way is that complexity meaningful? If I put a pot
               | of water on the stove the specific way the water swirls
               | around is a chaotic non linear system, but it's not going
               | to keep the water from warming up.
               | 
               | Similarly, if hypothetically increased global temperature
               | results in increased cloud formation that reduces the
               | impact of climate change that presupposes some increase
               | in temperature otherwise the change in cloud formation
               | doesn't happen. As such it's reasonable to argue about
               | the magnitude of change but not the direction of change.
               | 
               | I can clearly see arguing about a specific location
               | bucking global trends because there complexity actually
               | plays a direct role, thus the term climate change. But,
               | globally I can't see how everywhere on average would buck
               | these trends.
        
               | offby37years wrote:
               | That complexity is meaningful as it precludes precise
               | modelling. Now that does not mean we should not curb CO2
               | emissions, rather it is the degree of opacity and
               | uncertainty in a system, as well as asymmetry in effect,
               | rather than specific model predictions, that should drive
               | the precautionary measures.
               | 
               | Push a complex system too far and it will not come back.
               | The popular belief that uncertainty undermines the case
               | for taking seriously the "climate crisis" that scientists
               | tell us we face is the opposite of the truth. Properly
               | understood, as driving the case for precaution,
               | uncertainty radically underscores that case, and may even
               | constitute it.
        
               | SpicyLemonZest wrote:
               | The dispute is typically over the practical implications
               | of it, not the pure physics of "the average global
               | temperature will rise as long as this trend continues".
               | And this is a topic where disinformation comes from both
               | sides - I pretty regularly run into people who've been
               | convinced that climate change means the planet will
               | become uninhabitable.
        
               | vegetablepotpie wrote:
               | It seems obvious. Just tell the facts!
               | 
               | You may have great social circles with intelligent and
               | curious people, but in my life the facts don't work
               | because the facts don't matter. The number of people
               | actually interested in the science and not just _the
               | science_ (tm) is dismally low, we're talking less than
               | 10% in my experience. This includes people who have
               | degrees in physics and engineering and a university
               | engineering professor I knew.
               | 
               | People are hungry, vulnerable, emotional, scared, and
               | prideful creatures. That's what we are; and we like
               | stories. We like stories where we're hero's on an epic
               | journey with villains to defeat.
               | 
               | If you tell someone a fact that breaks their story, makes
               | them scared, and makes them less prideful, you're not
               | having a conversation for very long, doesn't matter if
               | you can support it with evidence and reasoning. What PR
               | added on top of this human tendency is people think about
               | climate way more than they otherwise would, they think
               | about it in terms of a story, in us vs. them terms (PRs
               | narrative), and if you say something counter to that
               | narrative, now _you're_ the villain.
               | 
               | I've had people I respect flat out tell me that climate
               | change is a hoax and if we reduced carbon emissions it
               | would just be virtue signaling. They are not joking, they
               | are serious and they've been told this by talking heads
               | for over 20 years.
               | 
               | You'll never get to the back of the envelope calculation.
        
           | gweinberg wrote:
           | So the correct conclusion is not necessarily that most
           | climate change skeptics are bots, but rather that climate
           | change skeptics are likely to be characterized by the
           | software as bots. I wonder what else makes you more likely to
           | be characterized as a bot?
        
             | Zuider wrote:
             | >So the correct conclusion is not necessarily that most
             | climate change skeptics are bots, but rather that climate
             | change skeptics are likely to be characterized by the
             | software as bots.
             | 
             | Yes, that is as much as we can deduce from the data
             | presented in the paper, given that they apparently just
             | took the 'Botometer' verdicts at face value without taking
             | the extra steps to see if they were indeed accurate. It
             | may, of course, be absolutely true that the 'denier'
             | accounts are just scripts, but further investigation is
             | necessary to establish this.
             | 
             | > I wonder what else makes you more likely to be
             | characterized as a bot?
             | 
             | That would best be established by examining the bot-
             | detector's algorithm. Another commenter on this thread
             | noted that he received a high rating based on the fact that
             | he rarely logged into his account.
        
         | missedthecue wrote:
         | Yeah they gave me a 4.1/5 on account of not being active
         | enough. Their method is sketchy for sure.
        
         | akvadrako wrote:
         | I only get a 1/5 and almost all my followers are bots or
         | abandoned accounts I paid for years ago.
         | 
         | Same things with BotSentinel - it's just garbage.
        
           | IfOnlyYouKnew wrote:
           | But... you are not a bot. So the result is arguably right?
        
             | akvadrako wrote:
             | If it was really good, then yes it's technically correct.
             | But I suspect it just has no idea.
        
         | SkyMarshal wrote:
         | I ran my account through both Botometer and Bot Sentinel. Got
         | 0.4/5 on Botometer, and 0% on Bot Sentinel.
         | 
         | Kind of annoyed that Botometer requires me to authorize it to
         | access my Twitter account, when all my tweets are public (and
         | who cares about bots that make private tweets, if that's even a
         | thing). Bot Sentinel didn't require this.
         | 
         | https://botometer.osome.iu.edu/
         | 
         | https://botsentinel.com/
        
         | jacquesm wrote:
         | Don't feel too bad, I'm 3.9/5. Must go in for service now.
        
         | pjc50 wrote:
         | That was interesting: I tried https://botometer.osome.iu.edu/ ,
         | and got a score of 0.2. I then asked it to look at my followers
         | and it spotted several obvious spam followers, and correctly
         | identified some "quote of the day" accounts as bots.
        
         | gsich wrote:
         | I don't know what the Botometer does, but it labeled my clear
         | as hell bot account (automatic posting of started games in a
         | computer game) as human. Also I found no output of applications
         | that were used to send a tweet. Most bots can easily detected
         | by that. Mine also.
        
         | baud147258 wrote:
         | What I don't get is why they need to access my account to check
         | public tweets from another account.
        
           | mgoblu3 wrote:
           | Most of these things just use it for API access, from what
           | I've gathered. Haven't looked into this one specifically.
        
           | throwawaybutwhy wrote:
           | To run more Twitter bots, perhaps? (to counteract climate
           | disinformation with the absolute climate truth and science-
           | based conclusions, of course)
        
         | jhardy54 wrote:
         | What kinds of things do you post about?
        
           | krona wrote:
           | As far as I can tell the score is based on levels and
           | patterns of activity, and whether 'bots' follow you. Not the
           | actual contents of the tweets.
        
             | jeffbee wrote:
             | Interesting. Nobody in my network scores over 2.0, mostly
             | not over 1.0.
        
         | ratsmack wrote:
         | I have never had a Twitter account, so unfortunately I cannot
         | do the same. I'm hoping more people here do the same as you so
         | we can get a cross section of the accuracy for that specific
         | bot detector.
         | 
         | I have problems with articles on both sides of the issue using
         | all kinds of speculation and innuendo to try and discredit the
         | opposite side. I would rather just read articles that cover
         | studies explaining results (data) and methods used to support
         | their position.
        
           | ant6n wrote:
           | Who are these opposite sides?
        
             | dboreham wrote:
             | Presumably people who want to stop cooking the planet vs
             | people who are ok with that as long as they make more
             | money?
        
         | tmpxgdqrcKFuG wrote:
         | Have you ever injured a human being or, through inaction,
         | allowed a human being to be harmed?
        
           | eplanit wrote:
           | While walking along in desert sand, you suddenly look down
           | and see a tortoise crawling toward you. You reach down and
           | flip it over onto its back. The tortoise lies there, its
           | belly baking in the hot sun, beating its legs, trying to turn
           | itself over, but it cannot do so without your help. You are
           | not helping. Why?
        
             | [deleted]
        
       | secondcoming wrote:
       | Just uninstall Twitter. Easy.
        
         | rvz wrote:
         | > Easy.
         | 
         | Yes. it's that _Easy_ and the most obvious solution to getting
         | out of that echo chamber.
         | 
         | I know it's hard for many to actually _uninstall_ and _' delete
         | their accounts'_ but perhaps this sounds like a great new years
         | resolution plan to stick to.
         | 
         | This time, you can do it.
        
         | undefined1 wrote:
         | Unfortunately won't work until journalists and politicians
         | uninstall it.
         | 
         | Until then, Twitter has an outsized influence on the world.
        
         | Helloworldboy wrote:
         | This
        
         | chapium wrote:
         | This just tips the discourse more in favor of those running the
         | bots. Also, since most of the world is governed by democracy, a
         | key requirement is to have informed citizens so they don't vote
         | for policies based on misinformation. One may not wish to use
         | twitter (myself included), but a significant amount of the
         | world population does.
        
           | phtrivier wrote:
           | Yes, but imagine how brilliant it would be for twitter to be
           | only full of bots spewing disinformation at each other (and
           | the few human conspiracy theorist who would be lost for the
           | cause anyway), while concerned citizens are... Getting their
           | disinformation from somewhere else. Never mind.
           | 
           | Still, all this puts "prevent bit usage by design" on the
           | feature list for the next generation of social media (that
           | and "prevent sharing without human moderation beyond a
           | certain virality point", "clever shadow banning" ,and an
           | eliza mode for those times you juste want to yell at the
           | clouds...
        
           | DFHippie wrote:
           | Right. And I suspect the people most likely to delete their
           | accounts are the ones least likely to be influenced by bots.
        
         | zionic wrote:
         | Honestly this should be the top comment.
        
           | rriepe wrote:
           | Maybe second after "Build your own Twitter"
        
         | grkvlt wrote:
         | Instructions unclear - I got a bunch of threatening letters
         | from the alleged 'owners' of the twitter.com domain. Do you
         | have some more details on how to uninstall someone else's
         | website, please?
        
           | secondcoming wrote:
           | Wow, what a great joke. Most people use the twitter app. That
           | can be uninstalled.
        
       | spoonjim wrote:
       | "Bot" is the new "square" -- just a generic insult for people you
       | don't like. I, a meatspace human, have been called a "Russian
       | bot" when I disagreed with liberals and "Leftist bot" or similar
       | when I disagreed with Trumpists.
        
         | daxfohl wrote:
         | Probably by real bots. Wish there was a study on what
         | percentage of bot accusations are bot to meat, bot to bot, etc.
        
       | twirlock wrote:
       | Oh no better make the SPLC in charge of banning people for
       | wrongthink now.
        
       | Dem_Boys wrote:
       | If these findings are true, this should be no surprise. If I had
       | to guess, it's big oil that is backing the bot propaganda
       | efforts.
       | 
       | I assume if there is large amounts of money or power to be made,
       | then there are most likely some type of digital propaganda
       | efforts ongoing. This includes oil, big tech, and political
       | parties just to name a few.
       | 
       | If a semi competent programmer can make a simple twitter bot in 4
       | hours, imagine what a well funded organization like a multi-
       | billion dollar company can accomplish.
       | 
       | People are very easy to manipulate with propaganda, especially
       | when most of the public are not aware that their social news
       | feeds are likely filled with disingenuous information likely
       | from, or influenced by, carefully crafted digital propaganda
       | campaigns
        
         | hg35h4 wrote:
         | Your propaganda is defined by anything you don't agree with
         | trying to persuade you. Big green isn't propaganda, only big
         | oil right?
        
           | Dem_Boys wrote:
           | The bias you try to point out is not present within me. I
           | also have no proof that big oil is behind this. It's only a
           | guess.
           | 
           | I also agree with your thinking. I'm guessing green energy
           | companies are likely running digital propaganda campaigns
           | trying to sway people away from oil.
        
           | nexthash wrote:
           | Propaganda as defined by the Encyclopaedia Britannica is the
           | "dissemination of information--facts, arguments, rumours,
           | half-truths, or lies--to influence public opinion." While
           | organizations commonly characterized as "Big Green" or "Big
           | Oil" may both have used propaganda-like strategies, that
           | doesn't take away from the fact that an organized Twitter
           | disinformation network definitely falls under this
           | definition, whether "Big Oil" runs it or not.
        
         | IfOnlyYouKnew wrote:
         | "Big oil" is not a person. These companies are made up of
         | people, who are motivated differently than the entity
         | (entities) as a whole would be.
         | 
         | Specifically, any change in public sentiment would be rather
         | small and only accrue over the long term. It would therefore be
         | of little use to, say, some PR executive at Shell.
         | 
         | "Big oil" is also made up of a number of companies. Any
         | benefits would be spread out among all of them, while any costs
         | would fall to just the one doing it.
         | 
         | As for costs: the big one would be the damage to your
         | reputation, as an individual, company, and industry, that would
         | follow if the public found out. I'm having trouble imaging a
         | scenario where you run such an operation, certainly involving a
         | dozen people or so, without ever pissing one of them off
         | sufficiently to see them calling a reporter.
         | 
         | I don't know what's going on here. The tobacco industry comes
         | to mind as one that engaged in such tactics even though a lot
         | of the above was true for them as well. But "big oil" seems
         | more diverse, including foreign firms and governments,
         | companies that embrace the future such as Shell as well as more
         | "conservative" donate-to-republicans-and-hope-this-will-blow-
         | over kingdoms of darkness such as Exxon. Tobacco was a far more
         | like-minded, sometimes family-owned community that would have
         | been easier to co-ordinate in such conspiracies.
        
           | tw04 wrote:
           | > Specifically, any change in public sentiment would be
           | rather small and only accrue over the long term. It would
           | therefore be of little use to, say, some PR executive at
           | Shell.
           | 
           | I'd argue that's pretty easy to refute. Just look how quickly
           | the Q-Anon nonsense has spread. And they weren't even trying
           | to pretend to be legitimate, they just kept making up crazier
           | and crazier statements "for the lulz".
           | 
           | > As for costs: the big one would be the damage to your
           | reputation, as an individual, company, and industry, that
           | would follow if the public found out. I'm having trouble
           | imaging a scenario where you run such an operation, certainly
           | involving a dozen people or so, without ever pissing one of
           | them off sufficiently to see them calling a reporter.
           | 
           | They were already caught funding the climate science denial
           | reports despite knowing what was really going on. There was
           | almost no backlash, why do you presume it would be any
           | different this time?
           | 
           | https://www.zmescience.com/ecology/climate-scientist-oil-
           | com...
        
             | Zuider wrote:
             | I am sure you meant it in good faith, but your link
             | provides an appalling slander on the reputation of Dr. Wei
             | Hock Soon, a solar physicist of good standing. The lurid
             | claims that a coal company bribed him to produce results
             | that were false and favourable to them is demonstrably
             | untrue. In the interests of collegiality and civilised
             | conversation, please retract it immediately.
        
               | tw04 wrote:
               | Appalling slander? He was caught taking proverbial blood
               | money thanks to the FOIA from companies like the Charles
               | Koch foundation. I will absolutely not retract the
               | statement, and unless you have a better explanation for
               | his funding than he did, I'd suggest you retract your
               | claim that he's been acting honorably or honestly.
               | 
               | https://www.nytimes.com/2015/02/22/us/ties-to-corporate-
               | cash...
        
         | sjg007 wrote:
         | Big oil, Russia and maybe China. There's the money and then the
         | political influence.
        
       | admiralspoo wrote:
       | Anyone remember the late 90s when Scientific American didn't
       | publish clickbait?
        
       | emphatizer2000 wrote:
       | For the millionth time: the number of bots tweeting about
       | something doesn't imply a lot of people are actually seeing the
       | tweets.
       | 
       | Also, afaik all the botometers are crap, so studies based on them
       | are also crap.
        
         | Zuider wrote:
         | The bot detectors are not very sophisticated, and they
         | definitely have categorised several individuals whom I know to
         | be real humans as 'bots,' apparently based on their political
         | persuasion. It is ironic that human beings can fail a Turing
         | test carried out by scripts, and disturbing that those peoples
         | voices should be silenced based on such shallow criteria.
        
           | ihsw wrote:
           | That criteria was always meant to be political in nature.
        
       | ihsw wrote:
       | Or the current cohort of climate-change policies are deeply
       | unpopular, including among the educated and well-informed.
       | 
       | There are climate-change policies that are not deeply unpopular
       | but it seems the powers that be are not interested in them.
        
       | hntrader wrote:
       | The problem of addressing global warming is very much one about
       | persuasion. That means getting beyond people's tribal defences,
       | which are a big part of climate change denial. Disinformation
       | campaigns play a significant role, but the reason the
       | disinformation is so effective is it plays into people's
       | confirmation bias which is driven by perceived threats to their
       | status in society. They see this liberalism as threatening, of
       | which anthropogenic global warming is a part, and reject it
       | outright, willing to accept any information that confirms their
       | prior emotional decision.
       | 
       | I believe that we need a Greta Thunberg-like figure who is
       | conservative-leaning on literally every major topic of political
       | contention, except believes that anthropogenic climate change is
       | real and we should take significant action to mitigate it, and
       | then we need the media and entertainment industries to prop them
       | up as virtuous. People's instinctive defences will be lowered and
       | we will be surprised at how easily people's minds can be changed.
        
         | ed25519FUUU wrote:
         | No offense, but it's clear you've never spent enough real time
         | with people who are "deniers" to really understand anything,
         | especially if you think what's missing is a celebrity.
         | 
         | I would say the bulk of the resistance I see comes largely from
         | distrust of institutions and people who are very pro climate
         | change, and then secondary worry about the financial impact of
         | decarbonization on them personally as well as losing
         | competitiveness to countries like China who are huge polluters
         | and honestly dgaf.
        
           | JarlUlvi wrote:
           | There are a number of claims being made which are inter-
           | related, not all of which are claimed by all proponents
           | 
           | 1. CO2 is the primary global warming gas, and other gases
           | contribute also 2. CO2 precedes temperature change 3. The
           | warming trend is unique to earth because of human activity 3.
           | We understand the Climate science and carbon processes well
           | enough to make accurate predictions 4. Climate modeling is
           | accurate, and contributes to knowing what will happen 5. Our
           | temperature measurement systems are accurate and
           | scientifically valid 6. We understand all the interplay
           | between albedo, cloud formation, and water vapor at different
           | altitudes 7. We understand why the earth appears to be
           | getting larger 8. The earth's warming is due to human
           | activity and is not a natural process of warming and cooling
           | driven by solar activity and events 9. Solar activity levels
           | play no part in global warming; these changes are from human
           | activity 10. Green biomass has decreased, not increased due
           | to human activity
           | 
           | Alternative claims exist such as:
           | 
           | 1. CO2 is primarily plant food 2. CO2 is a trailing indicator
           | of temperature change 3. The warming trend exists among
           | multiple planets not just earth 3. Climate science and carbon
           | process knowledge are in their infancy 4. Climate modeling is
           | inaccurate, and has been very inaccurate thus far 5. Our
           | temperature measurement systems have been contaminated by the
           | heat island effect, and are not accurate and scientifically
           | valid 6. We do not yet understand all the interplay between
           | albedo, cloud formation, and water vapor at different
           | altitudes 7. We understand the earth appears to be getting
           | larger but we do not know why 8. The earth's warming is to a
           | natural process of warming and cooling driven primarily by
           | solar activity and events 9. Solar activity levels play the
           | most significant part in global warming; these changes are
           | not only from human activity 10. Green biomass has increased
           | due to human activity
           | 
           | Regardless of position, I don't believe name calling will
           | convince people either way.
           | 
           | I have no personal interests in either idea though I have
           | some investments in green energy & petroleum. As green energy
           | is not self-sufficient, I expect that petroleum will continue
           | to be around for many years as we transition to future energy
           | sources.
        
           | hntrader wrote:
           | The deniers I know are conservatives who reject it outright
           | simply because it's what the liberals believe (or perhaps, to
           | find some common ground, it's what liberal institutions
           | believe). They've read little about it and assume that it's
           | hysteria.
           | 
           | Maybe my idea of a conservative celebrity is a silly idea and
           | won't work, but I believe the root cause is one of tribal
           | conflict (combined with cynical disinformation campaigns),
           | and to change their mind requires getting around these tribal
           | defenses in some way.
           | 
           | According to Pew, 84% of Liberal Democrats think that humans
           | significantly contribute to global warming, whereas 14% of
           | Conservative Republicans do. I think this helps to confirm
           | that there's a pretty important tribal dimension at play here
           | (although we also can't rule out that financially self-
           | interested people have self-selected themselves into the
           | latter category).
        
             | bkirkby wrote:
             | You might want to consider that "the deniers I know..."
             | Indicate you might have created your own ideological bubble
             | and don't realize it.
        
             | rriepe wrote:
             | I'm a heretic and you can e-mail me about it if you want
        
       | SpicyLemonZest wrote:
       | The Botometer is a non-explainable ML model, not a scale or a
       | photodetector, so I'm not convinced it's actually valid to use it
       | for this kind of study. Did the researchers verify that "spreads
       | climate disinformation" is not itself a factor in the Botometer
       | classification?
        
         | twirlock wrote:
         | If similar political "studies" have been any indication, no.
         | They didn't.
        
       | dfilppi wrote:
       | Once you call climate change an 'existential crisis', you've
       | pretty much lost your sane audience.
        
       | raarts wrote:
       | I tried to read the paper but I need to pay EUR45 for it. Thanks
       | but no thanks.
        
       | callamdelaney wrote:
       | Yes, people labeling real people as bots so that they can
       | disregard their viewpoints. Mostly it's democrats / liberals who
       | do this. Oh, you support republican policies? You must be a
       | Russian bot! Oh, you are skeptical of climate change? You're a
       | bot!
        
         | guscost wrote:
         | Nah you're not a bot, you would know. It's your _friends_ who
         | are bots! You are a member of a tiny cultish minority, living
         | in a fantasy world, foolishly believing a con while the woke
         | right-thinkers (who have a lot of real friends) laugh at you.
        
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