[HN Gopher] Writing for Snobs
       ___________________________________________________________________
        
       Writing for Snobs
        
       Author : headalgorithm
       Score  : 41 points
       Date   : 2020-09-15 19:12 UTC (3 hours ago)
        
 (HTM) web link (russelldavies.typepad.com)
 (TXT) w3m dump (russelldavies.typepad.com)
        
       | echelon wrote:
       | It just occurred to me that GPT-3 could become an existential
       | threat to Google.
       | 
       | If the SERPs are filled with garbage, their search algorithm
       | loses competitive edge. We may need to go back to a reputation
       | graph-based system. That sort of thing doesn't scale, and Google
       | isn't doing this at all.
       | 
       | In fact, all of the platforms may suffer. How will Facebook keep
       | out GPT-3 spam?
        
         | bserge wrote:
         | > If the SERPs are filled with garbage
         | 
         | That's already the case. GPT-3 might be faster, but there's
         | literally millions of humans producing absolute garbage for
         | pennies. I'm talking 1000 word, quite readable articles (that
         | make little sense if you pay close attention) for $5 or less.
         | 
         | Used to be a time when it was really easy to rank at the top
         | with just that kind of content.
         | 
         | But Google managed to filter all that out, for the most part.
         | Pretty sure they can deal with computer generated text, too.
        
           | newsbinator wrote:
           | I guess one way Google filters out the junk articles is that
           | people who read them don't end their search, and keep looking
           | for the same information after visiting the useless, wordy
           | stuff.
        
             | bserge wrote:
             | Yeah they used to track time on site (with Google Analytics
             | or if the user clicks the "back" button), probably still
             | do.
             | 
             | Hyperlinks still play an important role - if someone links
             | to the article's URL, that automatically increases its
             | rank. No one links to trash. Links from known spam websites
             | will downrank the article or the whole website really fast.
             | 
             | Timestamps used to be abused back when Google preferred the
             | newest stuff - just update it every day or hour and it's
             | the freshest article in the world in Googlebot's eyes.
             | 
             | It's a really impressive piece of technology, and they have
             | a ton of experience fighting abuse on their SERPs - it's
             | happening constantly and it will continue to as long as
             | search engines exist.
        
         | csomar wrote:
         | GPT-3 is more of an existential threat to Google because of its
         | bias. It could be a much more efficient search engine than
         | Google.
        
         | ForHackernews wrote:
         | Why would they want to keep out GPT-3 spam? They're probably
         | already looking at how they can drive engagement by having
         | human users argue with bots they run.
        
           | Zippogriff wrote:
           | Exactly, I think it's a problem _only if_ it leads to lower
           | "engagement" by humans. I kinda doubt it will. Most reading
           | and writing that occurs on the Web, by a large margin, is
           | already very low-value, not noticeably better than a near-
           | future "AI" will very likely be able to produce.
           | 
           | If ad impressions & clicks don't drop, Google, FB, and others
           | won't give a shit where the content's coming from. If
           | impressions & clicks _go up_ (not an unlikely outcome, I 'd
           | say) they'll even encourage it.
        
           | AnimalMuppet wrote:
           | _Because their users don 't want to read GPT-3 spam._ If
           | that's the dominant form of content on those platforms,
           | people are going to use those platforms less.
           | 
           | I mean, for a while Facebook may get paid for presenting ads
           | to GPT-3 spam bots, but eventually advertisers will catch on
           | that the _people_ are gone.
        
             | echelon wrote:
             | I can't wait for us to train models on user browser
             | behavior.
             | 
             | Maybe we can unleash bots that appear exactly as humans,
             | ruining the advertiser gravy train forever.
        
               | [deleted]
        
               | Zippogriff wrote:
               | Mark my words: if that even looks like that _might_
               | happen, the advertising behemoths (chiefly Google and
               | Facebook) will spend every last dollar trying to get some
               | kind of human Internet ID program passed into law.
               | 
               | If our weapons (programs, scripts, "AI") become half as
               | effective as theirs (the advertising giants'), they'll
               | drop nine-plus figures paying to have ours outlawed,
               | guaranteed. The only thing that might save us from that
               | in the US is that national ID of any sort is pretty
               | unpopular across party lines, and that's effectively what
               | it'd be.
               | 
               | I wouldn't be surprised if they're already quietly laying
               | the groundwork for such an effort.
        
       | war1025 wrote:
       | > Japanese and British cultures are so hierarchical and
       | stratified, in such long-lasting and subtle ways, that they've
       | become incredibly good at discerning status from tiny signals.
       | 
       | The topic of the article wasn't all that interesting to me, but I
       | thought this quip was interesting.
       | 
       | Does anyone have any references that expand on the merit of it?
       | 
       | Or thoughts on the idea in general?
        
         | ddellacosta wrote:
         | It's nonsense, for Japan certainly, if not also wrt the English
         | (which I don't know enough about to comment on, but I'm
         | skeptical).
         | 
         | When Japanese people are purchasing foreign products at least,
         | they are responding to the same pressures and cultural biases
         | that guide their purchase of Japanese products and services. In
         | my experience this is stuff like age and legacy of the company,
         | how much other Japanese people like and trust the brand, and
         | all the other arbitrary things that shape the ebb and flow of
         | product and service popularity in a given culture.
         | 
         | This is not to say that there aren't unique aspects to how
         | Japanese people choose products which maybe overlap with the
         | English, but in and of itself the markers of status in Japan
         | are distinct from those in the U.S. (for example), so it
         | doesn't seem likely that Japanese people somehow have some
         | sophisticated notion of not just how to find products that have
         | high status but high status according to _U.S. consumers_. It
         | 's silly simply taken at face value.
         | 
         | I do think the question of whether the English and Japanese
         | share similarities because they are island nations with a royal
         | family (and more) is interesting, though.
         | 
         | EDIT: I should be clear that I'm responding to the entire
         | section of the piece, not just what you highlighted:
         | 
         |  _It 's something like: if you want to know what's good about
         | what your country makes look at what the Japanese and British
         | import. (I can't find the actual quote). And his reasoning is
         | something like: Japanese and British cultures are so
         | hierarchical and stratified, in such long-lasting and subtle
         | ways, that they've become incredibly good at discerning status
         | from tiny signals._
         | 
         | Also worth stating that "what's good" != high-status, so the
         | whole thing seems confused to me.
        
         | onion2k wrote:
         | Only _very_ rich people in the UK wear red trousers.
         | 
         | I am not joking.
        
           | privong wrote:
           | In the US, I've seen that referred to as "go to hell pants":
           | https://www.gentlemansgazette.com/go-to-hell-pants/
        
           | arethuza wrote:
           | I tend to associate strikingly coloured trousers on older
           | gentlemen with a military background in one of the posher
           | regiments.
        
           | jodrellblank wrote:
           | Should you desperately want to go down this rabbit hole:
           | 
           | "Look at my fucking red trousers" blog ->
           | http://lookatmyfuckingredtrousers.blogspot.com/
           | 
           | followed by a piece in The Guardian "in defense of red
           | trousers" which cites a YouGov poll saying that almost half
           | of Britains hate them ->
           | https://www.theguardian.com/commentisfree/2013/aug/01/in-
           | def...
           | 
           | followed by a piece in The Telegraph about how that blog
           | ruined the ultimate upper-class fashion statement ->
           | https://www.telegraph.co.uk/men/style/look-at-my-fing-red-
           | tr...
        
           | mdiesel wrote:
           | It's a sure sign of a public school boy, which I associate
           | more with being posh than being very rich.
           | 
           | I wouldn't expect someone from "new" money to wear red
           | chinos.
        
         | mdiesel wrote:
         | Youd spot someone missing an apostrophe missing commas, not
         | making things uppercase, or some other, like, bad english.
         | 
         | There's then "Standard" English, where one is expected to
         | utilise the language correctly.
         | 
         | Beyond that, you get into demonstrating a classical education,
         | with the inference that knowledge of Latin phrases ipso facto
         | means intelligence.
         | 
         | I'm much more likely to trust a source written in Standard
         | English as you'd find in a newspaper, as opposed to a poorly
         | written FB post.
        
         | lifeisstillgood wrote:
         | I was watching The Boys (rewatching series 1) and Karl Urban
         | goes to the Superhero AA meeting. And halfway through he loses
         | it, calls them all c#nts (of course) and shouts "where is your
         | rage".
         | 
         | This is a pretty good (if not perfect) allegory for working
         | classes / middle classes and upper classes. Those with power
         | want to hold on to it - so entry to power is gatewayed through
         | things like birth obviously but also a series of educational
         | and life choices that prove you are not here to burn it all
         | down.
         | 
         | Social hierarchies exist to both keep the powerful in power,
         | but also as a contract against anarchy. After Brutus murdered
         | caesar he expected to be greeted as a saviour of the republic
         | by the populace of Rome. Instead they all shut their doors and
         | withdrew from the streets for days as they knew what was coming
         | - the chaos and destruction of anarchy and power fighting for a
         | vacuum.
         | 
         | But we should still have our rage. even in the face of anarchy.
         | I think.
        
         | _jal wrote:
         | Everyone reads nonverbal signals, even when they're not aware
         | of doing it.
         | 
         | In stratified cultures, it means "rich-looking person is
         | important", but also can convey more meaning, as the small
         | variances that are allowed take on meaning.
         | 
         | In less stratified cultures, you get jokes about the sales
         | schmuck who lost a sale because he assumed the man was buying
         | the car.
        
         | mhh__ wrote:
         | One thing that I've heard from international students that is
         | hard to pick up on this is that a lot of British people will
         | inflect a different accent to emphasize a certain point.
         | 
         | Another anecdote: In the 1950s the KGB thoroughly infiltrated
         | the British government and security services, but their assets
         | would send back would be public school English so convoluted it
         | literally could not be read by their handlers at times.
        
         | Swizec wrote:
         | You can clearly tell someone status by what kind of tracksuit
         | they wear and when, for example. Or the subtle differences
         | between a man with a $20 haircut and a man with a $150 haircut.
         | 
         | Even black t-shirts are not all the same if you know where to
         | look.
         | 
         | Hell, if we both have a Porsche 911, but I share it on
         | instagram as my wonderful car and you just never mention it
         | because a Porsche 911 is a normal car to you ... which of us is
         | higher class?
         | 
         | Then there are shibboleths. We use this in professional
         | contexts. If you're a Fortune500 person and I say I will
         | consult my lawyer, you know I'm a schmuck and a small vendor.
         | Otherwise I'd have a department and would say I will "talk to
         | legal"
        
           | throwaway0a5e wrote:
           | If an expensive track suit, not sharing your Porsche on the
           | 'gram and referring to your lawyer as "legal" are all it
           | takes to seem legit then getting swindled by a "vendor" in
           | Uzbekistan might be in your future.
           | 
           | Edit: the point was that shallow things easily copied with
           | minimal investment make bad signals.
        
             | Swizec wrote:
             | It's an example and the rules are always shifting. Same as
             | how the kids know whether you're cool or not.
             | 
             | If you're not part of the in crowd you'll never know what
             | glaringly obvious signal makes you stand out.
        
         | hrktb wrote:
         | I think he might be refering to tendencies some people have to
         | look at accessories to get hints at a person.
         | 
         | For instance it is an old people's saying in Japan to look at
         | someone's shoes to know if they are rich/value good objects
         | (the basis of that was that poor/undiscerning people would have
         | poor shoes maintenance, or plain bad shoes).
         | 
         | Or you would tell someone's rank in a company by the amount of
         | stuff he (was about men, yes) was carrying every morning (basis
         | was higher ranked people would have less manual roles)
         | 
         | Of course these saying become pointless and people find other
         | stupid stuff to look at to rank other people on a scale. But
         | yeah, in my short experience it's a thing people train to do,
         | and is valued as useful skill.
         | 
         | Also as people tend to dress rather uniformly, so you need a
         | decent amount of effort to stand out without being flashy,
         | which means trying to prove good taste with exotic and
         | expensive but plain looking goods, that you justify owning by
         | touting their good quality and not their high price.
        
           | 3pt14159 wrote:
           | Social signalling is important. I fully admit that. I wear
           | completely different clothes when I'm meeting a minister of
           | Canada than when I'm hanging out at a think tank beers night.
           | 
           | That said, I think there is a correlation between the amount
           | of social signalling one must do to be successful in a
           | society and the amount of wealth that that society allocates
           | to those that are capable of navigating organizations. It's
           | one of the reasons I think the tech sector is mostly jeans
           | and sneakers.
           | 
           | Fancy shoes don't mean you're capable of knowing what a gin
           | index is or when to use it.
           | 
           | While I have many qualms with modern tech, this is not one of
           | them.
        
             | watwut wrote:
             | You can wear jeans and sneakers in tech, but suit and
             | cravate makes you suspect.
        
               | Zippogriff wrote:
               | The _right_ jeans and sneakers (and hoodie, and  "tech
               | pants", et c., et c.) can even help. There's definitely a
               | techie look, and it's not the same as poor-people/low-
               | class clothes (which some of the same categories of items
               | can fall into, like jeans and sneakers).
        
             | hrktb wrote:
             | I'd say we shifted our signaling to laptop stickers, Vessi
             | snickers or "life long" classic style worker boots that
             | were only used to go from and to the office in the old
             | times. I kinda like some attention is still on shoes,
             | somewhat.
        
         | bserge wrote:
         | I've worked in Britain and what I noticed was that working
         | class Brits consider themselves apart from the "posh" middle
         | class and of course, the upper class.
         | 
         | They seem to think they will be working class for the rest of
         | their lives and there's noticeable hate/resent for the rich.
         | 
         | Being an immigrant, I didn't notice any of this stuff. I didn't
         | notice the dismissive polite attitude, I thought it was just
         | politeness. You know, when someone wealthier talks to you,
         | they're polite but there's subtle signals that they consider
         | you "inferior".
         | 
         | I only saw the opportunities, of which there are plenty. I
         | didn't see classes, I just saw that it is possible to go from
         | working class to upper class, much easier than in most other EU
         | countries.
         | 
         | I did start noticing these "subtle signals" after a year and a
         | half or so, but honestly I just decided to ignore them. Since I
         | would always be a foreigner, people would just cut me some
         | slack for not understanding stuff (this also happens in Japan
         | afaik).
         | 
         | Clothes play an important role, surprisingly (OK, maybe not
         | that surprising). If you're in dirty workwear and a hi-vis
         | vest, you're pretty much considered bottom of the barrel. With
         | the right clothes, you can turn into anything from a "chav" or
         | a middle class manager to a millionaire (though you also need
         | the attitude - no slouching, make eye contact, etc).
         | 
         | Just some of my thoughts.
        
           | brnt wrote:
           | The whole point of 'peacefull' stratification is is that
           | everyone internalizes it 'voluntarily'. If they (the
           | underclass) didn't, and realized their power, saw it was
           | nothing more than custom holding them back, it wouldn't work
           | and other methods would be invented. There is a reason
           | Britons proclaim to be non revolutionaries, that is very much
           | in support of their stratification.
           | 
           | Your observation that the subtle cues seem to be the only
           | thing keeping the classes apart is precisely the goal. This
           | way it costs minimal effort to keep the stratification in
           | tact.
        
           | Zippogriff wrote:
           | > They seem to think they will be working class for the rest
           | of their lives and there's noticeable hate/resent for the
           | rich.
           | 
           | Told to me by an Irish person:
           | 
           | You know the difference between an Irishman and an American?
           | The American looks up at that big, shining mansion on the
           | hill, and says, "someday... someday... I'm gonna be that
           | guy". The Irishman looks up at that big, shining mansion on
           | the hill, and says, "someday... someday... I'm gonna get that
           | bastard".
        
             | nerdponx wrote:
             | On the other hand, it's hard not to feel like the
             | American's reaction is the result of propaganda and a
             | distraction from the fact that, today, he lives in a
             | dilapidated trailer park and has no access to healthcare.
        
               | dbtc wrote:
               | America has excelled in the manufacture of many things,
               | but perhaps especially dreams.
        
             | CalRobert wrote:
             | Hah.
             | 
             | As an American living in Ireland 8 years now....
             | 
             | Yup.
        
           | TheOtherHobbes wrote:
           | Foreigners are in a special class in the UK, so you were
           | already pigeon-holed.
           | 
           | The subtle signals are about who your parents are, which of
           | the different educational streams you went through, and -
           | more than anything - who you know. Clothes will display all
           | of that indirectly, but the core is always about families and
           | networks.
           | 
           | The idea that opportunities exist is very much a middle class
           | mindset, and anyone who pursues it will inevitably run into
           | the class ceiling. You can make a huge pile of money but it
           | won't buy you entry into the upper classes. At best you'll be
           | a nouveau "someone we can do business with" - or the
           | technical help.
           | 
           | Under the considerable surface polish and politeness the
           | defining characteristics of the upper classes are effortless
           | social - not just professional - confidence, personal
           | entitlement, and exceptionalism. Members are strongly
           | encouraged to believe in all of the above from birth, and
           | it's very hard for outsiders to understand this. There's also
           | a curious affinity with more successful - let's say almost
           | managerial - working class criminals.
           | 
           | I used to live in an upper class enclave, and it was quite
           | astonishing how much time these people spent trying to screw
           | each other over with disputes over family inheritances,
           | property and land rights, various investment scams, and so
           | on.
        
           | arethuza wrote:
           | _it is possible to go from working class to upper class_
           | 
           | You can't really do that for "traditional" definitions of
           | upper class (which isn't based on anything as simple as
           | having loads of money).
           | 
           | And anyway - everyone is middle class these days. Nobody
           | claims to be working class and there are so few actually
           | upper class people that most people will never meet one.
        
             | war1025 wrote:
             | > Nobody claims to be working class
             | 
             | I think "Working class" is a distinct thing from "Lower
             | class."
             | 
             | At least here in the US, I know a fair number of people
             | that would claim the label "Working class", though I doubt
             | any of them would claim to be "Lower class."
             | 
             | "Working class" is a synonym for "Blue collar" to many
             | people.
             | 
             | "Middle class" is less of a synonym for "White collar", but
             | I think that distinction exists for some people.
        
           | the_af wrote:
           | > _If you 're in dirty workwear and a hi-vis vest, you're
           | pretty much considered bottom of the barrel_
           | 
           | Disclaimer: my knowledge of British culture is horribly
           | outdated, and mostly draws from George Mikes' "How to be an
           | alien" and TV shows.
           | 
           | I always thought that truly high society in Britain sometimes
           | wears rags, and the neat clothing was a sign of either
           | working class or "new riches". George Mikes makes fun of
           | this:
           | 
           | > _On Sundays on the Continent even the poorest person puts
           | on his best suit, tries to look respectable, and at the same
           | time the life of the country becomes gay and cheerful; in
           | England even the richest peer or motor-manufacturer dresses
           | in some peculiar rags, does not shave, and the country
           | becomes dull and dreary._
           | 
           | But it's not just his opinion; for example in the TV show
           | "Traitors", set in postwar London, a character coming from a
           | high society family derides someone for dressing "too well",
           | signalling lower class/new riches, and because of how he
           | pronounces "opera" (according to her, it's "opera" for the
           | lower classes, and "op'ra" for the higher classes).
        
       | pmoriarty wrote:
       | _" One lesson that GPT-3 might be teaching us: the tell-tale
       | signature artifact of simulation is not the spiky glitch, it's
       | the smooth, shallow, facile surface. It's not the errors, it's a
       | certain kind of boring flawlessness, that's what we should be on
       | the lookout for."_
       | 
       | These models could be trained on any arbitrary corpus of writing,
       | from any one author or combinations of authors.
       | 
       | Let's see the the critics complain about "boring flawlessness"
       | when the model is trained on the works of Shakespeare, Voltaire,
       | Buckowski, Lewis Carroll, Mark Twain, or Hunter S Thompson... or
       | some combination of the above.
        
       | masswerk wrote:
       | > _" the tell-tale signature artifact of simulation is not the
       | spiky glitch, it's the smooth, shallow, facile surface"_
       | 
       | Notably, this has been true for visual content from the
       | beginning, compare the original "TRON" movie. It had been
       | especially true in times, when smooth gradients and perfect lines
       | had been a luxury, which were hard to achieve in analog media
       | technology, and became the tell-tale signature of computer
       | generated visual content. After an intermezzo in the uncanny
       | valley and with embraceable pixels, we seem to be right back
       | where we started. - It's somewhat logical that what is true for
       | visual content should also be true for textual content.
       | 
       | [Edit] We may add a definition: "Interesting" is the artful
       | deviation from the smooth and perfect.
        
         | 082349872349872 wrote:
         | https://en.wikipedia.org/wiki/Max_Headroom#Production
         | 
         | hard to achieve as a practical effect, but still cheaper than
         | digital.
        
           | masswerk wrote:
           | Max Headroom is somewhat special, since it's a crossover of
           | digital and video. The later has always been signaled by
           | glitches and artifacts (as in color, unstable vertical and/or
           | horizontal hold, overly expressed scanlines, lately also by
           | exaggerated cushion distortion, etc).
        
       | keenmaster wrote:
       | The premise is that GPT-3 has a certain style, but it doesn't. It
       | is almost defined by its ability to readily adopt linguistic
       | idiosyncracies. That includes the OP's example of using
       | colloquialisms like "dang."
       | 
       | GPT-3 will reduce the premium on style compared to substance.
        
         | AnimalMuppet wrote:
         | Substance has a style all its own.
         | 
         | You can make GPT-3 affect any writing style. But you can't make
         | it actually have something to say. That feeling - of reading
         | something that's wasting my time, because it doesn't actually
         | have anything to say - is not going to go away just because
         | what I'm reading says "dang" every so often.
        
         | Zippogriff wrote:
         | The value of much writing, especially on the Web, is being what
         | the reader happens to have found rather than whatever better
         | thing they might instead be reading on the same topic. That is,
         | if your cheap knock-off article is what people end up reading,
         | for whatever reason, instead of the better one(s) you cribbed
         | from, you win. Because the barriers to entry on reading are so
         | low (click link, start reading) and most of the writing's low-
         | value to begin with, people don't exactly shop around for their
         | idle Web reading.
         | 
         | These articles may have substance, but simply be far from the
         | best presentation of that substance. I think GPT-3 and similar
         | projects will do a fine job at subpar regurgitation of existing
         | info that's better covered elsewhere but still manages to
         | capture eyeballs, which describes, I expect, something like 99%
         | of all writing on the Web, including, and perhaps especially,
         | message board posts like this, as people often remark when yet
         | another 300-post thread hits the front page on [some tired
         | topic the discussion of which plays out the same every time].
         | Long-form print isn't perfect but is somewhat better, since
         | there are some barriers both to publishing and to reading and
         | you're not giving the writing away for free so simply holding a
         | passing reader's interest for two minutes means nothing. The
         | web, though, and maybe even magazines? I wouldn't bet against
         | machines doing much or even most of that writing within a
         | decade. Consider: how much of an issue of, say, Cosmo consists
         | of light re-workings of earlier, recurring articles? People
         | already joke about that kind of thing. Machines can probably do
         | that work, very soon.
        
           | keenmaster wrote:
           | We're playing a sequential game. No one is going to happily
           | lap up GPT-3/4/5 generated articles in the long run as their
           | _primary reading_ unless they only read articles that take
           | the form of  "X happened, then Y, and A said B" (which
           | actually is a lot of people, but they're not really readers
           | anyway).
           | 
           | GPT will serve as intellectual humiliation. Some people will
           | be embarrassed to find out that most of their reading
           | materials can be generated by robots. On the margins, that
           | can lead to people deliberately seeking out more intellectual
           | content. That includes long format materials such as books.
           | On the labor side, writing talent will be allocated away from
           | shallow topics. That's a plus to me.
        
             | NortySpock wrote:
             | If GPT could produce something intellectually interesting,
             | wouldn't that pass the Turing test?
             | 
             | Seems like all GPT can produce is an infinite supply of
             | shaggy dog stories. I don't know if I'd call that
             | intellectual humiliation, just a lack of a point or
             | punchline.
             | 
             | (https://en.wikipedia.org/wiki/Shaggy_dog_story)
        
               | keenmaster wrote:
               | To rephrase: it will humiliate people who consume non-
               | intellectually interesting material but don't really
               | think about what they're doing. E.g. Someone whose daily
               | reading consists of the top articles on Yahoo News. I
               | don't think they'll continue to do so if Yahoo and its
               | partners switch to GPT-X. So either Yahoo will source
               | better material, or its readership will decline.
        
               | NortySpock wrote:
               | In GPT's current iteration, I agree.
               | 
               | If GPT produces better output and is carefully mixed in
               | with existing stories, I don't think anyone will notice.
               | 
               | What percentage of stock price stories are generated by a
               | bot? Off the cuff and totally guessing, I'd say 50%. Do
               | you know the exact number? Could you tell? Would the
               | headline service tell you? (probably not)
        
               | keenmaster wrote:
               | Ethos matters, especially when there's money involved and
               | you're taking advice from someone. You'd be disturbed if
               | that someone is a bot. Maybe you shouldn't be, because
               | sometimes financial advisors are worse than bots, but
               | people don't know that.
               | 
               | As for the stories that merely describe stock movements
               | without any real analysis, I myself would read those. I'm
               | completely fine with that as long as there's reliable QA
               | on the output.
        
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