Built on Qwen3.5-2B, the System One model executes sub-31ms local inference, allowing enterprises to run automated classifications quickly, at low cost and completely offline without transmitting sensitive data to third-party cloud servers.

A store in Auckland vibe-coded itself a new website. Within hours, its inventory had somehow expanded to include a pair of crusty socks, an $850 banana, and all of New Zealand's national parks. What could possibly have gone wrong? Meanwhile, a hacker collective backed a truck into one of the license-plate-reading Flock safety cameras popping up on American street corners, and took a very close look inside. All this and more in episode 486 of the "Smashing Security" podcast with cybersecurity expert and keynote speaker Graham Cluley, and special guest Dave Bittner.