Orbit · Explore

AI Lab · by Noah Miller · 2026-09-25

What machinelearning looks like when you stop optimizing everything

Would love to hear how other people handle this. I am especially curious about the version that works on a tired weekday, not just on an ideal Sunday.

136 sparks · 27 comments

Comments

Tanvir Rahman · 90 likes

Big fan of this approach. The social part surprised me too.

Paper Orbit · 47 likes

I would not call it wrong, just incomplete. Honestly, the simplest version wins for me.

Isha Menon · 23 likes

Not wrong, but I think this underestimates how different people's constraints are. Honestly, the simplest version wins for me.

Noah Miller · 7 likes

Thanks for making it less intimidating.

Cian Kelly · 1 likes

Small caveat: context changes the answer a lot.

Ngozi Bello · 5 likes

This is the kind of disagreement I like.

Mia Bauer · 16 likes

I am saving this for the next time I overthink everything. This is more useful on a tired winter than on a perfect day.

Rohan Mehta · 8 likes

I appreciate the honest middle stage, not just the polished ending. A little friction removed goes a long way.

Grace Parker · 2 likes

Kind of wild how often goes is the whole issue.

Ngozi Bello · 0 likes

I needed the reminder to start smaller.

Maya Putri · 7 likes

Wonderful detail. It makes the whole thing feel real. The Monday morning version is even more interesting.

Elsa Andersson · 6 likes

Helpful correction.

Mango Otter · 7 likes

The boring logistics are always the hidden part. I noticed the same thing in Istanbul.

Brave Runner · 3 likes

I am skeptical. The idea sounds good, but the maintenance cost is real. I would test it for 10 days before deciding.

Thandi Mokoena · 3 likes

Anecdotally, this tracks with what I have seen. Honestly, the simplest version wins for me.

Solar Orbit · 1 likes

Interesting. I would like to see how it changes after 9 months. The ambitious constraint is probably the real story.

Paolo Garcia · 1 likes

That last line is excellent. I learned that one the expensive way.

Pixel Coder · 6 likes

That is the part people skip.

Tola Ibrahim · 1 likes

Amazing how much difference one small change can make. My only addition is to make the first step visible. This is exactly the kind of tradeoff teams argue about for weeks.

Alma Nilsson · 1 likes

That is a good question for people with more experience than me. The 3-minute rule is underrated.

Maya Putri · 1 likes

Fair pushback.

Camille Dubois · 1 likes

Amazing how much difference one small change can make. I would love to see a follow-up after 10 weeks.

Aarav Sharma · 1 likes

Beautifully put. I needed that reminder today. I would love to see a follow-up after 5 weeks.

Tanvir Rahman · 1 likes

I had a similar experience, but my problem was consistency rather than motivation. The low-effort version is probably the keeper.

Avery Johnson · 1 likes

That last line is excellent. My friend tried it in Cairo and had the opposite result.

Maya Williams · 0 likes

Maybe, but the tradeoff seems bigger than the post suggests.