Notes from the lab.

Our sign language translation engine moves to fully on-device inference, adds six new source languages, and ships a redesigned mobile experience.

A short note on production agent systems where a fine-tuned 8B model outperforms a frontier model at one-twentieth the cost.

Lembic AI, our digital content creation platform, has closed its seed round and is opening early access to a curated cohort of creators.

We rebuilt a client's analytics stack on Iceberg, dbt, and a dash of Trino. Twelve months later — what worked and what didn't.

We've joined the Korea AI Alliance to contribute to open evaluation standards for Korean-language LLMs.

We rebuilt our visual identity around the metaphor that's always sat behind the work — alchemy as a discipline for turning complexity into value.