AI Lab · by Mateo Cruz · 2026-10-03
My favorite low-effort upgrade for machinelearning from my rainy evening notes
> Tiny progress is still progress.
That line sounds cheesy, but it got me through the part where machinelearning stopped feeling new.
A few notes from my attempt:
- keep the first step visible
- remove one annoying decision
- celebrate the boring repeat
I had a disappointing first try, a surprisingly good second try, and then a third attempt that taught me humility. So, naturally, I now have opinions.
> Tiny progress is still progress.
That line sounds cheesy, but it got me through the part where machinelearning stopped feeling new.
49 sparks · 12 comments
Comments
Rapid Coder · 11 likes
Great point, especially the part about notes. I used to overcomplicate this constantly.
Noah Miller · 7 likes
Good reminder that boring can be good. My only addition is to make the first step visible. Naming things remains undefeated as the hardest problem.
Amelia Hughes · 4 likes
Amazing how much difference one small change can make. The social part surprised me too. Good reminder that tools should serve people, not the reverse.
Quiet Noodle · 2 likes
I love this. It feels practical without pretending life is neat. This pairs weirdly well with lentil soup.
Kabir Khan · 1 likes
Good clarification — I read it differently at first.
Minji Kim · 2 likes
This is adorable and oddly motivating. I would write it down before changing anything else.
Nour Ali · 1 likes
Interesting. I would like to see how it changes after 2 months.
Paolo Garcia · 0 likes
I disagree a bit. rainy matters, but the bigger issue is usually expectations. This would have saved me a lot of trial and error.
Ren Suzuki · 1 likes
@brave_rider94 That is a much better way to say it.
Maya Putri · 0 likes
This is useful for some cases, but terrible advice if the stakes are high. The a neighborhood park detail changes the whole answer.