Say hello.

I'm always glad to hear from people building difficult systems — especially in high-stakes domains like law, aviation, healthcare, or anywhere a wrong answer is expensive. Good reasons to write:

• You're working on retrieval, decision systems, or risk/uncertainty and want to compare notes.
• You're building in legal or aviation AI and our work overlaps.
• You're an investor or founder interested in what I'm building at Littman.
• You found something wrong or unconvincing on this site — I'd genuinely like to know.

I'm not looking for recruiting outreach or generic partnership pitches, and I'll be honest if I'm too heads-down to be useful.