4 ms·
You're assuming a few things: 1. I'm using GPT 3.5 level LLMs 2. I'm not using humans in the loop to verify solutions 3. I'm not using testing or self-correc
by barfbagginus 3y ago
You're assuming a few things:
1. I'm using GPT 3.5 level LLMs
2. I'm not using humans in the loop to verify solutions
3. I'm not using testing or self-correcting strategies to verify and correct solutions
Given these assumptions, then I agree - hallucinations eat your lunch, big time.
What I proposing is using GPT4 to annotate existing solutions and propose drafts, with humans in the loop to approve and revise, and self-correcting workflows to test solutions.
And I'm basing this off my own experience with upgrading project build and packaging systems, using the AI to annotate, draft, fix errors, etc.
I have full oversight over the final solution. And it has to be simple and clean, or I write another draft.
The result is that I can understand and upgrade build and packaging solutions maybe five or ten times faster than I ever could before. Even quite cryptic legacy systems that I would never touch before.
Now multiply that times every open source developer in the world.
That's why I think we could execute a major build and packaging modernization effort.