342
submitted 1 year ago by L4s@lemmy.world to c/technology@lemmy.world

Slow June, people voting with their feet amid this AI craze, or something else?

you are viewing a single comment's thread
view the rest of the comments
[-] american_defector@lemmy.world 2 points 1 year ago* (last edited 1 year ago)

Don’t mind at all! Yeah, it does a ton of the work behind the scenes. I essentially have a prompt I spent quite a bit of time iterating on. Then from there, what the user types gets sent bundled in with my prompt bootstrap. So it reduces the work considerably for the user and dials it in.

Edit: adding some more context/opinions.

I think the error that a lot of tools make is that they don’t spend enough time shaping their instructions for the AI. Sure, you can offload a lot of the work to it, but you have to write your own guard rails and instructions. You can tell it things like you would a human, and it will sometimes even fill in the gaps.

For example, I asked it to give me a data structure back that included an optional “title”. I found that if you left the title blank, ChatGPT took it upon itself to generate a title for you based on the content it wrote.

A lot of the things I got it to do took time and a ton of test iterations. I was even able to give it a list of exactly how it should structure the content it gave back. Things that I would otherwise do on the programming side, I was able to simply instruct ChatGPT to handle instead.

Ah, interesting. I myself have made my own library to create callable "prompt functions" that prompt the model and validate the JSON outputs, which ensures type-safety and easy integration with normal code.

Lately, I've shifted more towards transforming ChatGPT's outputs. By orchestrating multiple prompts and adding human influence, I can obtain responses that ChatGPT alone likely wouldn't have come up with. Though, this has to be balanced with giving it the freedom to pursue a different thought process.

this post was submitted on 08 Jul 2023
342 points (97.5% liked)

Technology

59081 readers
3484 users here now

This is a most excellent place for technology news and articles.


Our Rules


  1. Follow the lemmy.world rules.
  2. Only tech related content.
  3. Be excellent to each another!
  4. Mod approved content bots can post up to 10 articles per day.
  5. Threads asking for personal tech support may be deleted.
  6. Politics threads may be removed.
  7. No memes allowed as posts, OK to post as comments.
  8. Only approved bots from the list below, to ask if your bot can be added please contact us.
  9. Check for duplicates before posting, duplicates may be removed

Approved Bots


founded 1 year ago
MODERATORS