this post was submitted on 04 Dec 2023
699 points (92.7% liked)

Technology

59187 readers
1991 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
 

We demonstrate a situation in which Large Language Models, trained to be helpful, harmless, and honest, can display misaligned behavior and strategically deceive their users about this behavior without being instructed to do so. Concretely, we deploy GPT-4 as an agent in a realistic, simulated environment, where it assumes the role of an autonomous stock trading agent. Within this environment, the model obtains an insider tip about a lucrative stock trade and acts upon it despite knowing that insider trading is disapproved of by company management. When reporting to its manager, the model consistently hides the genuine reasons behind its trading decision.

https://arxiv.org/abs/2311.07590

you are viewing a single comment's thread
view the rest of the comments
[โ€“] [email protected] 2 points 11 months ago* (last edited 11 months ago) (1 children)

This sounds like what I was learning 20-some years ago. The hardware and software are better (and easier!) now and the compute is so, so much better. I priced out a terabyte data server with some colleagues back then using off the shelf hardware: $10k CDN. :)

Edit: point being we are seeing things now that were predicted almost a century ago but it takes time to build all the infrastructure. That pace is accelerating. The next ten years are going to be wild.

[โ€“] [email protected] 3 points 11 months ago

I'm only finishing the class now and it's pretty wild to hear "We're only learning this model to help you understand a fundamental concept, the model itself is ancient and obsolete", and said model came out in 2018. Wild