Takayuki Aoki — UI × Thinking
takayukiaoki.bsky.social
Takayuki Aoki — UI × Thinking
@takayukiaoki.bsky.social
I write about UI beyond usability.

Interfaces are traces of organizational thinking —
decisions, assumptions, and responsibilities made visible.

Longer essays ↓
https://substack.com/@takayukiaoki/notes
Pinned
I write about UI as a trace of organizational thinking.

Not tips. Not trends.

Just the uncomfortable questions behind interfaces.
I wrote a longer piece about why UI is never neutral —
not as a usability issue, but as a reflection of unresolved decisions inside organizations.

It’s now up on Substack.

takayukiaoki.substack.com/p/ui-is-neve...
UI Is Never Neutral
UI is often discussed as a matter of clarity.
takayukiaoki.substack.com
January 10, 2026 at 12:51 PM
UI design often looks kind.

But sometimes, that kindness is just a way to hide responsibility.
January 10, 2026 at 12:15 PM
When a UI feels “too safe,”
I start wondering:

who is this safety really for?
January 10, 2026 at 12:15 PM
Good UI doesn’t only guide users.

It also reveals how an organization thinks.
January 10, 2026 at 12:15 PM
Many UI problems aren’t design problems.

They’re decision problems, frozen into interfaces.
January 10, 2026 at 12:14 PM
“User-friendly” can be an honest intention.

Or a convenient excuse.

The difference matters.
January 10, 2026 at 12:14 PM
I’m less interested in how interfaces work,
and more interested in why they ended up this way.
January 10, 2026 at 12:14 PM
UI is not neutral.

It always reflects someone’s assumptions about people.
January 10, 2026 at 12:14 PM
Sometimes, improving UI feels empty.

That’s usually a sign the real question was never asked.
January 10, 2026 at 12:13 PM
Interfaces quietly decide
what users are allowed to think about
— and what they’re not.
January 10, 2026 at 12:13 PM
I write about UI as a trace of organizational thinking.

Not tips. Not trends.

Just the uncomfortable questions behind interfaces.
January 10, 2026 at 12:13 PM