Posts

What I've posted on LinkedIn about my work and research.

LinkedIn · 1 Oct 2026

Every so often you get to watch something you had a hand in actually ship.

I did a stretch of the development on Obsidia earlier this year, so it is good to see it out in the world. Huge credit to Eddie Lewis, who led the build.

LinkedIn · 14 May 2026

2,229 Reddit posts. 388 subreddits. 12 months. Here's what's actually happening in AI hiring.

I pulled the data to see whether the noise on LinkedIn matched what people are actually saying when they are not performing for an audience. It does.

LinkedIn · 12 May 2026

Most AI verifications today don't actually test anything.

The real risk to a business isn't whether someone can use Claude. It's whether they can tell when Claude is wrong.

LinkedIn · 4 May 2026

Everyone is carrying an AI "driver's licence" they printed themselves.

AI skill is mostly self-reported. The real question for anyone hiring: can this person actually use AI well in a business context?