Fred Hohman

@fredhohman.bsky.social

HCI+ML Research Scientist at Apple. Drummer and frisbee thrower.

LLM safety work often reasons over high-level policies (be helpful & polite), but must tackle on-the-ground cases (unsolicited money advice when stocks are mentioned). This can feel like driving on an unfamiliar road guided by a generic driver’s manual instead of a map. We introduce: Policy Maps 🗺️