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Applied AI·September 23, 2026·1 min read

Qdrant’s next chapter: From vector search into physical AI

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A vector DB moving into physical AI is a bet that robotics stacks will need tight coupling between perception, memory, and control — not just generic infra. If you’re piloting robots, expect your data layer vendors to start pitching end-to-end autonomy capabilities.

Applied AI

AI is wiping out whole degrees in China — translation, photography, illustration and fashion design are going, while prompt engineering is the new job appearing in film

University programs are being re-architected around where employers see net demand growth — translation, photography, illustration, and fashion design are getting cut while tech-heavy creative and prompt roles expand. If your talent pipeline still assumes pre-AI job taxonomies, expect a mismatch between degrees and the skills you actually need on set, in post, and in design this decade.