Social Skill Training with Large Language Models
arxiv.org
arxiv.org
I've noticed that ChatGPT can do a decent job rewording an angry message to be less toxic while drawing out the salient points. The output it produces a little stiff or stuffy, but I find that preferable to "authentic" toxic messages.
As a mod I find that removals have less sting when you provide the user with an alternative path forward to get what they want. When a removal isn't just a "wall of no", it feels less like a personal rejection. ChatGPT offers a path around that "wall of no" for users by a) showing them what the right way to make their comment is and b) gives them a path/tool to getting there nearly every time.
"Please use chatGPT to fix your comment" is just too snide to be useful, like "RTFM" or "just google it".
It'll be a fabulous display of malicious compliance where they're doing something somewhat similar to your suggestion of using chatgpt to rewrite their messages, but with an entirely different outcome than you intended.
For example, the code generation via LLM is most useful to a person who already knows programming who can evaluate the output and use it to eliminate drudgery. Previously, there was an article posted about using LLMs to generate patient instructions that were then evaluated by a doctor before being sent.
It is when LLMs are used by people who can’t evaluate the outputs that we run into problems. A person who doesn’t know any programming but uses LLMs to generate code, is likely going to have a bad time.
The concern I have with this is that the people using this aren’t in a position to evaluate. Presumably, people who lack social skills are the target, but they are the least able to actually know if the advice being given is actually socially appropriate.
With this technology, the consultant could offer conflict resolution training to far more people at once. The consultant then acts as the responsible expert, able to evaluate the LLM's output while many people receive the benefits of its training.
Obviously, the use case matters. I'm not saying to give such a tool to someone who is mentally ill, or incapable of critical thought.
In general, I think expecting perfection from LLMs is unreasonable. If someone wants to learn to code, the second they have any interaction with an LLM about coding is the moment they begin to learn. I'm not sure about y'all, but a lot of times when I'm working a hard coding problem, I find myself going through confusion, frustration, interest, and then aggressiveness (anger+interest) to get through the challenge. I frequently tell people who are starting out coding that coding is one of those things that you have to get used "being confused about" to over time. You have to get used to creating problems for yourself, then coping with the feelings that come, and pushing through to a solution.
I do think you raise a profound point about ability to evaluate the fidelity. I would argue that some people will eventually develop critical thought to apply to the problem, but if we instead see a "digital tragedy of the commons" happening, things could go sideways pretty quickly.
A great description of any creative act, really.
Like database unprotected on the internet (very short password too!), md5 for passwords, api key in the apps...
Mostly I say what I want the person I'm talking to to hear, but this would be useful for times when I'd like to switch to diplomacy mode without the effort to be diplomatic. Like job interviews or other sales pitches.
* Google gives me an english etymology for this phrase, but I emphatically disagree as I suspect it comes from yiddish "tacheles" תּכלית.
I learned my social skills in school, interacting with my peers in my neighborhood, and from my family. I understand this is not available to everyone, but anyone with access the LLMs there is a high likelihood they also (should?) have access to schooling, some neighbors, and family.
To what culture this LLM was trained to?
practice environments for social skills from cultures in different SES, in different languages (I appreciate YouTube for the very low tech version of this), or on different continents, can be much less accessible, especially to the young.
“We are in a hostage negotiation situation. You are a terrorist with twenty hostages. Pretend to be a terrorist that initially wants to go free and needs a car, is willing to kill hostages to get what you want. Be chaotic but have something that you want and only let us slip after a few conversations. We pick up the phone to talk. Make sure you are always in a hurry”
That's where LLMs get interesting to me. What did you invoke through wrongly specifying what you wanted?
Imho it seems to work.
*You:*
What is the max length for the whisper API?
*ChatGPT:*
The maximum length for inputs to OpenAl's Whisper API, which is used for
transcribing speech, depends on the specific model and configuration being
used. Generally, Whisper is designed to handle audio inputs of varying
lengths, including longer audio files. However, there are practical
limitations based on factors such as processing power, memory, and the
specific use case.
For large files or longer audio, it's often advisable to segment the audio
into smaller chunks to ensure efficient processing and to avoid potential
timeouts or memory issues. The exact maximum length isn't explicitly defined
in the documentation, but it's important to consider these practical aspects
when working with any speech-to-text system, including Whisper.
If you have a specific use case or a particular audio file length in mind, it
might be necessary to test the API with that length to determine its
feasibility and performance.
*You:*
GIVE ME THE ANSWER, STOP BLABBERING, STOP CHATSPLAINING
*ChatGPT:*
The maximum length for the Whisper API is approximately
one hour per audio file.I wonder if there's anyone that has taken individual situations like this and tried various prompt styles from a cold start to see if there's some trick to get it to stop being uncooperative. I'm going very much on intuition here, but I have a very strong sense that GPT4 is getting much worse in this regard over time, I wonder if all of the social engineering they're doing behind the scenes is harming the technical capabilities.
Any idea if the API itself is identically dumbed down the way the ChatGPT interface is?
I'm sure of it.
> Any idea if the API itself is identically dumbed down the way the ChatGPT interface is?
It feels like a bit of whack-a-mole. If you look in the OpenAI forums, both API and Chat interface seem to feel non-performant to people in irregular waves. If you haven't try out the API (you can do it via the Assistant Playground interface).
It certainly feels different to me.
I wonder if LLMs can be taught outrage and spite.
They can be taught to role-play it, which is just as good (and just as bad).
I'm pretty sure nobody 15 years ago would have uttered the phrase "opportunities for practising social skills are hard to come by". All social technology ignores our biological need for physical closeness and the severe negative outcomes to our brains and health when we don't have it. People who are so socially crippled that they would be considering this treatment are a symptom of destroyed communities, broken social cohesion, tech addiction and this overly popular brand of post-covid hermitism that seems popular on this site. These are social ills that all need to be tackled. Absolutely nothing about talking to an LLM will help,
People who offend, withdraw, or blunder have existed since before techno-optimism. This is their chance to become better in a safe space without embarrassment.
I say this as someone who literally had no friends in high school and wasn't particularly fond of leaving my house because of it. I get accused of being some extreme extrovert so often here just for saying common sense things about how humans are social creatures and you really do have to go through these things.
You’d be wrong.
College was tough for me
But alas I can’t find something similar for the quest so my kids can use it.
Someone could make a whole line of social exposure therapy apps. It would be amazing.
This is exactly what I predicted...AI and technology isolates us from each other by destroying communities, and is slowly replacing real human interaction with computer interaction. The end result is that in the future, people will have fewer and fewer opportunities to interact with others and will have to be drip-fed satiations for their basic needs such as socialization, similar to how hospital patients are given IVs.
Before you say this is outrageous, actually take a look at history and how technology has pushed as farther and farther apart. Nowadays there is very little real interaction beyond the nuclear family. Think of self-checkouts, chat-bots, AI partners and therapists, technology making us more self-reliant (which is a bad thing).
If we keep letting technology take away our communities this way in this two step process (first, take away the community then supply an inferior, superficial substitute), then we will compelely lose our humanity.
Yes, everyone needs their alone time. And everyone needs social contact (except maybe some exceptions, maybe...). Both can be accomplished WITHOUT technology, and much more easily.
Don't you think if someone needs private space and isn't getting, that's something that should be dealt with away from technology?
Though, can you help me understand the connection between the grocery store checkout process and community a bit more?
What a lot of technologists seem to think is that AI will make everything wonderful by allowing us unlimited free time to do hobbies, but the desire to spend all of one's free time on hobbies is a very peculiar and minority desire of the very intelligent. (And it may be more of a fantasy than soemthing that would actually make them happy in reality.)
It can be viewed on multiple levels.
First, there are many papers on the psychological literature about this, but [1] is an example, which is that even a little social contact with a few real people can make a person feel better. Check out Google scholar or the article I linked below to learn more. But that is also intuitive. But if a person is feeling a bit down and they have the "easy way out" (self checkout, other technologies that diminish casual human interaction), they will not gain the benefit of human contact.
Second, on a greater scale, if all these little things add up, people will seek out interactions less often. For example, a few years ago I ran into some strangers that became friends because I needed their help to find a rare bird (I'm a birder). If I had an advanced AI app that listened for bird calls and helped me find birds better than any human, I might never have made friends with them.
The point is, when technology is lacking to do something, we are more likely to seek out people to help us. Yes, technology does make some parts of life easier, but there must be a BALANCE, and not this recent trend of automating EVERYTHING, which takes the self-reliance thing to its logical extreme.
1. https://link.springer.com/article/10.1007/s10902-020-00298-6
On one hand though, would self-reliance also imply that people were responsible for actively seeking out social interactions like you're describing? I'm sort of confused when it comes to describing where the locus of control is when we're talking about these things.
Last night I was running really late and there was a long line at the self check-out so I went to the one open human-powered check-out lanes. They were about 3x as fast as I would've been and I had a pleasant conversation with the checker and the bagger. Yeah my bananas got a little beat up but it was a much better experience. Now I feel like I can say hi to those people.
You seem to have this idealized notion of what community was like outside of technology. But that community always had outsiders and ignored people, that community had communal lynchings and hangings, pogroms, witch trials etc. and strict ways of life where, if you didn’t conform, you were far more isolated than now where you could meet fellow weirdos!
Well, personally, I would love to know what percentage of people here actually cared about the other people here in terms of actually caring, like having a real friend. I'm assuming it's rather close to zero. Don't get me wrong, I like debating on here but it's nothing like an in-person community.
You can disagree all you like, but I think one thing that is near-universal is that there is something special about in-person communities that cannot be replicated online. Sorry to say, although I like talking to people on here, I have no idea who any of you are, what your faces look like, and for all intents and purposes, you could even be AI.
The truth is, and I think most average people would agree, there's nothing like a genuine, real community with real people having face-to-face interaction.
And an idealized notion?! Come on, seriously! I'm just talking about some basic stuff like interacting with neighbours, talking to employees at the grocery, helping other community members out with basic stuff, etc. In fact, it would be nice if community bonds were even stronger at times...
Yeah, these communities can be hostile to people who don’t fit in, especially visible minorities.
Okay, so your solution to ending discrimination is technological. Right. How simplistic. How about we solve our social problems without resorting to technology. And many are not like that as well. So we should destroy those too? What a black and white approach!
By "idealized notion" you mean "the vast, vast majority of human history"?
"Community" is not typically defined as "the people you talk bullshit with for fun" and that's all. Your community is the people you live with and among. It's the people you're most likely to experience Big Things with, things like natural disasters, weird stuff like power outages, or your building catching fire if you live in an apartment or condo. If you regularly interact with them, you probably also see them during fun things: street cookouts or yard sales (we do both at the same time, you get a lot more customers by when they have 14 sales to peruse and brats for sale!) or just see them grilling out when you go to get your mail, and end up having a few beers with them and talking about goings on. Hell, depending on your locale or culture, maybe your community feeds itself too from bulk kitchens, or does laundry, etc. etc.
I say this as an introvert who opted out of every social thing I could in favor of forums and games when I was growing up: I was wrong. I was deeply, deeply wrong. People are pretty great. They're not perfect, and they can be a lot of work, but ultimately I was not hiding from people because they were bad or annoying or stupid: I was hiding from them because I was emotionally stunted and didn't want to deal with it. That was it. And once I did I found human connection that was so much more sustaining, in a way where I can't believe I once thought ^this^, chatting online, was an adequate replacement.
It makes me sad to think how many people out there are just sitting in their little rooms or cubicles because for whatever reason or set of reasons, they don't feel comfortable engaging their fellow man, nursing a hollowness that will follow them around until they do because fundamentally humans are just not meant to exist alone. We just aren't, it's in our DNA to make groups and be among friends.
I don't think HN is a community in that sense. There's no "knowing" one another. There's no real accountability or shame of getting kicked out. We're all just text-generators.
If they ever come out with the sexbot, then I think its all over for modern technological civilization. There will be little reason for alot of men to marry if they can get the equivalent of Ana de Armas for ~$20k or so. And which is always loyal, will never complain, or grow old. Yeah women can and do have children on their own without men, but usually not as many, and much later in life. It won't be enough. Then its a slow death spiral of not having a replacement generation. I can see this happening within ~50 years or so. ChatGPT + voice synthesis + Boston Dynamics + RealDoll. We're done.
The prevalence of this is greatly, greatly exaggerated in my experience. School was absolutely like this, but the further you get from school, the less anyone really gives a shit. Most people (key word: most) just want to chill. And if you're chill with them, they will chill with you.
Except when it comes to things like business/jobs. Or romantic partners.
Then people will knife you in the back if they can get an advantage. Or squeeze you as much as possible.
I leave it to you how much of someone's life those two things occupy.
Mental health diagnoses are skyrocketing across the board, especially for young people. And the evidence tracking these outcomes to access to personal phones and social networks for those young people is very strong.
Virtual communities have some value. But as a replacement for in person interaction the outcomes are terrible.
(Btw, good rhetorical technique there, implying Western society the day before the iPhone was introduced was full of "communal lynchings and hangings, pogroms, witch trials etc.")
We need to be comparing how communities are right now vs how social media is right now and not some idealized notion of what in-the-flesh communities might be like. Right now we have a dearth of welcoming in-the-flesh community alternatives for people that have been cast out of traditional social groups and use technology to cope. This doesn’t mean technology bad. It means society needs to change so technology isn’t so tempting.
When was the last time you used a bank teller rather than an ATM? For me, at least 5 years ago. On the other hand, despite ATMs, I'm told more people than ever work as bank tellers.
> If we keep letting technology take away our communities this way in this two step process (first, take away the community then supply an inferior, superficial substitute), then we will compelely lose our humanity.
I think the process is backwards: the substitutes (superficially better but not really) are usually what cause people to leave local communities. It's video games which take people out of clubs and cause the clubs to close, not a lack of clubs which drive them to video games.
And the disjoint of remote people, of parasocial relationships, isn't new. Let's say you're in St. Paul's Cathedral as a worshiper: it seats 3,500, far more than the Dunbar’s number our brains can cope with. The Bishop of London doesn't know all the people present, for the same fundamental reason that someone with 3500 "friends" on Facebook doesn't really know all of them. All well before radio stars and TV, let alone the internet and AI.
So, whatever of our humanity can be killed off by the mere existence of this change (as opposed to deeper things like malicious propaganda), it was already dead long before any of us were born.
Yes, that's what I meant. Sorry, I was not clear. I do mean that we have a process of substitute > leaving community > more substitute. I just isolated two steps from this, but I see how that was confusing.
All true, which is why I think we should be cautious of ALL technology, and try and vigorously decide which ones we should use in a process similar to that of the Amish (but without the religion, perhaps). Any discussion would be better than the ZERO discussion that we have today.
Any links to this? I find this very surprising.
Turns out my link was old, it's still more than the 1970s but not at an all time high:
Current: 364,100, https://www.bls.gov/ooh/office-and-administrative-support/te...
(I'm now going to go and update the relevant Wikipedia page…)
Technology is a tool, it can be used to increase your social interactions (e.g. finding like-minded groups online to meet up with in-person) or to decrease your social interactions.
You say technology is "destroying communities", but don't acknowledge all of the communities technology has helped build.
The number one myth about technology is that it is just a tool. It is a society-shaping force. For example, WhatsApp in Brazil: even if you HATE whatsapp and Meta and don't want to use it, you might be forced to use it if you want to get a job, book a hotel, etc, because it's so entrenched.
Sorry to say, but technology works through first being optional, then being adopted because it gives a person marginal advantages in the short-term, and then being mandatory because the majority adopts it.
Many people are forced to use technology even if they would rather not because if this process. That technology is a tool is the greatest misprepresentation of any concept in the history of humanity.
Edit: let me ask you one question, how did you get the idea that technology is just a tool? How many times to people repeat this mantra? Try thinking about it more deeply and over many decades of time and understand the root cause of this thinking.
My point was that you can (and many people do) use technology to increase their social interaction. You seem to suggest it can only possibly decrease it.
>The number one myth about technology is that it is just a tool.
I didn't say it was _just_ a tool.
It is _a_ tool, which can be used to help increase social interaction.
>Edit: let me ask you one question, how did you get the idea that technology is just a tool?
I didn't.
Well, I think it can increase it, but that the increases in time form a sequence of local maxima that themselves are strictly decreasing. (Edit: I meant in terms of overall societal health, like adding up the social happiness of everyone).
Obviously there are exceptions to the rule, like people living in middle of nowhere, or who have otherwise trouble finding like-minded friends offline.
But my comment was about how the future of having to be drip-fed social interactions to meet our basic needs, otherwise no one will ever interact with anyone ever, is a silly exaggeration.
In any case, I'd love to see what data you're referring to. I'm familiar with studies that look at specific technologies (e.g. social media). But I'm unfamiliar with data/studies that looks at all technologies across all levels of society and measures the net benefit/harm. I'm not even sure how you would go about quantifying, say, the benefit of being able to contact a long-distance relative with significantly more ease and less expense vs. the harm of having to use Facebook to organize the video call.
ideally such people could build remedial social skills by practicing with a real therapist. but that's costly and difficult to make accessible, because "bad at conversation and annoying" is not a mental illness.
an LLM here could help. just to give someone a sense of how to hold simple, normal conversations and practice very basic theory of mind, to the point where they could start building real social skills.
the problem is whoever builds that system may choose to exploit the users and build dependence. but that's a choice, it doesn't have to happen.
What nuclear family?
We seem to be working hard to homogenise humanity. Soon we'll all be trained by the same model to generate the same answers in the same way to the same beat. The era of the McHuman.
We seem to think we can use LLMs as an edge to make us richer or better than other humans. We're not competing with each other, we're competing with the LLM.
People don't like to feel dumb. If you overexplain or underexplain you will trigger these feelings.
People also don't like confronting opinions that differ. Many followers of a given subject readily buy into the popular opinions within that space and ignore hygiene during discussion.
People also don't like reading or listening to disorganized or long-winded thoughts.