Damus

Recent Notes

kayvr profile picture
theory extension and construction is what knowledge work will become.

we see the shift towards specification construction with AI bots. This
is something they are *not* good at. They're great at boilerplate
english and work fantastically well when given a proper theory to work
from. but novelty, not so much!
jb55 · 30w
If anything software engineering as a skill could get more rare, so when the project hits slopocalypse you may need these experts to come in to refactor things. I can see software engineering becomin...
kayvr profile picture
software engineering will become *harder*. code is easy so engineering
discipline matters more. know the lanugage specs, know the corner cases,
know your domain. know how to speak 1-1 with real people in your domain

practice will be necessary to keep your skills sharp
note1t6qd2...
kayvr profile picture
i deeply trust my sister, but she may not be competent at a job i need done.
trust / competence misalignment. hard to solve

open ledger helps. we can see pre-existing economic interactions.
on-going interactions between trusted entities provide little signal.
but strangers interacting and yielding economic returns (or not) is a
strong signal about the relationship.
kayvr profile picture
targeted, task-specific, small models are fantastic to tune. clear signal
on what works and what doesn't.

adapted large models give you stability but make task-specific work
'grayer'. but they can yield fantastic results when adapted properly.
kayvr profile picture
in chess, if your pawn reaches the back row and your queen is still alive,
does your king become a polygamist?
kayvr profile picture
Claude wrote some code to unfreeze a 'teacher' NN feeding into an
LLM. It added an auxiliary loss instead of relying on the gradient
signal directly from the LLM. I though "that's interesting" and kept it.
Now 3 days of training and compute got flushed. All because I vibed.
There is something about being principled when working with code that
is consequential. Maybe all code.

Then again. I learned something didn't work. That's a plus!