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AI Video Just Hit 30 Seconds, and the Bottleneck Moved
ByteDance's Seedance 2.5 generates coherent 30-second audio-video clips with timestamp-level editing. The interesting part is not the demo — it is what happens to review workflows now.
aivideotoolingengineering
The Tailscale Lesson in the Hugging Face Intrusion
An AI agent used a stolen Tailscale auth key to enroll 181 nodes. The uncomfortable lesson is not that Tailscale broke — it's that long-lived credentials still do.
securityaiinfrastructureengineering