AI Lab · by Avery Johnson · 2026-10-03
What tools looks like when you stop optimizing everything after a tiny failure
I started this because my winter felt a little stuck, and ethics seemed like a manageable place to experiment. The funny part is that the smallest change was the one I kept.
The detail that surprised me was how much the train station changed the outcome. Same plan, different setting, completely different energy.
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 ethics stopped feeling new.
173 sparks · 14 comments
Comments
Curious Panda · 26 likes
Honestly, this is a little too vague to be useful. I care less about the perfect answer and more about repeatability.
Kabir Khan · 11 likes
I am cheering for this update. This pairs weirdly well with jollof rice.
Ngozi Bello · 6 likes
This comment has main-character footnote energy.
Liam Wilson · 7 likes
I like the idea, but the setup probably matters a lot. I learned that one the expensive way.
Maya Putri · 7 likes
You explained the tradeoff really clearly. I noticed the same thing in Jakarta.
Cedar Fern · 2 likes
Excellent timing; I was just thinking about like. I keep a note about ethics for exactly this reason. A small test case would make this easier to trust.
Nusrat Akter · 2 likes
This is useful for some cases, but terrible advice if the stakes are high. I care less about the perfect answer and more about repeatability.
Miguel Santos · 1 likes
I am saving this for the next time I overthink tools. I would test it for 6 days before deciding. The boring solution is probably the reliable one here.
Olena Shevchenko · 1 likes
This is genuinely helpful, thanks for writing it out. I used to overcomplicate this constantly.
Maya Williams · 0 likes
This sounds good, but in practice it can be a bad idea without more context. This is where I would ask one more question before choosing.
Noah Miller · 0 likes
The context helps. Without it I would have assumed the opposite. This is where I would ask one more question before choosing.