AI auto-tag + caption via org's providers (P3)

Shipped: July 8, 2026 at 10:53 PM UTC
Author: Kamo
Commit: d45e8c6

MaterialAiController POST **************** verifies ownership, mints a short-lived signed material URL, and calls AIService's internal vision endpoint (org's own providers, LIGHT tier) via AiVisionClient. Lenient tag parsing; fail-closed if no vision provider configured.

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