site banner

Culture War Roundup for the week of May 8, 2023

This weekly roundup thread is intended for all culture war posts. 'Culture war' is vaguely defined, but it basically means controversial issues that fall along set tribal lines. Arguments over culture war issues generate a lot of heat and little light, and few deeply entrenched people ever change their minds. This thread is for voicing opinions and analyzing the state of the discussion while trying to optimize for light over heat.

Optimistically, we think that engaging with people you disagree with is worth your time, and so is being nice! Pessimistically, there are many dynamics that can lead discussions on Culture War topics to become unproductive. There's a human tendency to divide along tribal lines, praising your ingroup and vilifying your outgroup - and if you think you find it easy to criticize your ingroup, then it may be that your outgroup is not who you think it is. Extremists with opposing positions can feed off each other, highlighting each other's worst points to justify their own angry rhetoric, which becomes in turn a new example of bad behavior for the other side to highlight.

We would like to avoid these negative dynamics. Accordingly, we ask that you do not use this thread for waging the Culture War. Examples of waging the Culture War:

  • Shaming.

  • Attempting to 'build consensus' or enforce ideological conformity.

  • Making sweeping generalizations to vilify a group you dislike.

  • Recruiting for a cause.

  • Posting links that could be summarized as 'Boo outgroup!' Basically, if your content is 'Can you believe what Those People did this week?' then you should either refrain from posting, or do some very patient work to contextualize and/or steel-man the relevant viewpoint.

In general, you should argue to understand, not to win. This thread is not territory to be claimed by one group or another; indeed, the aim is to have many different viewpoints represented here. Thus, we also ask that you follow some guidelines:

  • Speak plainly. Avoid sarcasm and mockery. When disagreeing with someone, state your objections explicitly.

  • Be as precise and charitable as you can. Don't paraphrase unflatteringly.

  • Don't imply that someone said something they did not say, even if you think it follows from what they said.

  • Write like everyone is reading and you want them to be included in the discussion.

On an ad hoc basis, the mods will try to compile a list of the best posts/comments from the previous week, posted in Quality Contribution threads and archived at /r/TheThread. You may nominate a comment for this list by clicking on 'report' at the bottom of the post and typing 'Actually a quality contribution' as the report reason.

5
Jump in the discussion.

No email address required.

You really need a bit of familiarity and prompt wrangling skill to get the most out of GPT. I've seen plenty of people testing it and fucking up basic stuff which makes them conclude that it's overhyped.

A common issue is not pressing the "GPT-4" button in the ChatGPT interface, and getting GPT-3.5 when you think you're running 4; and not being familiar enough with the interface to recognize that the blue-green icon means it's a lot dumber. E.g. Bryan Caplan fell for that.

A second issue is that GPT is at it's core a predictor, not a simulator. If you ask it something and it messes up the response, asking it something else in the same chat context means it will now start predicting that it's a character that makes mistakes. Resetting the chat fixes that. In the same vein, if you are giving it a quiz, having it predict a student response is suboptimal. Students make mistakes, you want it to predict the answer key.

Also, giving it few-shot examples improves it a great deal. If you have an example of a perfect query+response to a similar question, stuff it in the prompt itself! Then the LLM will know what kind of response you are looking for.

A common issue is not pressing the "GPT-4" button in the ChatGPT interface, and getting GPT-3.5 when you think you're running 4; and not being familiar enough with the interface to recognize that the blue-green icon means it's a lot dumber. E.g. Bryan Caplan fell for that.

Which blue-green icon are you referring to?

In the corner of the ChatGPT replies there's a little profile picture; if it's a blueish-green it's running a 3.X model; black means it's 4.

You might need to click on the image on the Caplan Twitter post to view the entire thing, it gets cut off in the preview window for me.