Revenue Composition -- 2025 included $13.6 million in one-time service revenue from Honda and Hyundai contracts; this is not expected to repeat in 2026. Gross Margin -- Q4 GAAP gross margin was 11.3%; ...

Q4 net revenue -- $14.3 million, up 72% compared to $8.3 million in the prior-year period. Q4 U.S. revenue -- $12.1 million; revenue outside the U.S. was $2.2 million for the quarter. Patient growth ...

Katharine Jarmul keynotes on common myths around privacy and security in AI and explores what the realities are, covering design patterns that help build more secure, more private AI systems.