858
you are viewing a single comment's thread
view the rest of the comments
[-] magic_lobster_party@kbin.run 2 points 5 months ago* (last edited 5 months ago)

It’s true that each individual building block is easy to understand. It’s easy to trace each step.

The problem is that the model is like a 100 million line program with no descriptive variable names or any comments. All lines are heavily intertwined with each other. Changing a single line slightly can completely change the outcome of the program.

Imagine the worst code you’ve ever read and multiply it by a million.

It’s practically impossible to use traditional reverse engineering techniques to make sense of the AI models. There are some techniques to get a better understanding of how the models work, but it’s difficult to get a full understanding.

this post was submitted on 08 Jul 2024
858 points (96.8% liked)

Science Memes

11416 readers
1996 users here now

Welcome to c/science_memes @ Mander.xyz!

A place for majestic STEMLORD peacocking, as well as memes about the realities of working in a lab.



Rules

  1. Don't throw mud. Behave like an intellectual and remember the human.
  2. Keep it rooted (on topic).
  3. No spam.
  4. Infographics welcome, get schooled.

This is a science community. We use the Dawkins definition of meme.



Research Committee

Other Mander Communities

Science and Research

Biology and Life Sciences

Physical Sciences

Humanities and Social Sciences

Practical and Applied Sciences

Memes

Miscellaneous

founded 2 years ago
MODERATORS