Topic
- Screening candidates with an LLM without building a discrimination engineHiring is the use case where an unexamined model does the most damage, and where the damage is hardest to see from the inside. The engineering controls matter more here than anywhere else.2 min read· HR· Regulated· AI in production

- AI in regulated workflows: what changes when a human must sign offA required human approval is often treated as a compliance formality bolted on at the end. Designed properly it is the most useful architectural constraint you will get.2 min read· Regulated· Agent architecture· AI in production
