There’s a special circle of hell for dashboards that look impressive but answer no real question.

I care a lot about systems that protect people who never asked to become experts.

Security failures are rarely technical.
They’re usually communication failures wearing a technical costume.

One thing hackathons get right:
speed exposes assumptions faster than perfection ever could.

Every time someone says “AI will replace everyone,” I assume they’ve never worked with real users.

Curious how others are handling AI risk communication inside orgs — dashboards? storytelling? chaos?

AI doesn’t reduce human error.
It exposes where systems were fragile to begin with.

his is why tools that support decision-making outperform tools that try to automate judgment.

I’m noticing that the people building the most interesting AI tools right now aren’t chasing virality — they’re quietly solving very human problems.