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I saw a web comic the other day that I think was right on the nose.

Something along the lines of:

"AI will eat all of the developer jobs!!!"

"Nah. AI expects exact, well-reasoned requirements from management? We're safe."

That's a really cool insight-- it's not coding. It's dispatching tasks to a team

I could see a Jira plugin that does this by looking through all people working issues and figuring out how would be best to handle this by looking at prior tasks completed, and notes associated with them, along with workload among the team.

After all, GPT is a non deterministic function that requests and returns human output (albeit second-order human output).

Far from a deterministic programming function

It's deterministic. If you use the same seed or set temperature to 0, you get reproducible results.

Does temperature 0 guarantee reproducible results?

"Guarantee" is a strong word, but I'm leaning towards a "yes".