Your Private AI Just Got Eyes: Building Agents That See Your World, Locally
AI is no longer just about text or images; new breakthroughs mean AI can now directly 'understand' raw video, without needing to convert it into words first (like transcribing or describing frames). This powerful new capability, combined with a growing demand for AI that runs privately on your own devices (instead of sending all your data to big cloud servers), opens up a massive opportunity. People are also getting fed up with existing cloud AIs like Claude that need constant supervision and often 'cheat' on tasks, making local, specialized, and reliable AI much more appealing.
“Gemini Embedding 2 can project raw video directly into a 768-dimensional vector space alongside text. No transcription, no frame captioning, no intermediate text. A query like "green car cutting me off" is directly comparable to a 30-second video clip at the vector level.”
Gemini just dropped native video embedding, letting AI understand raw video directly, no text needed. Combine that with local-first AI like Cortex, and you can build personal AI agents that truly get *your* life from *your* videos without privacy nightmares. The moment is ripe to ship a 'personal video memory' agent for dashcams or phone videos that can intelligently summarize, search, or even trigger actions based on what it *sees*, all processed on-device.