One signal

Cisco has opened two GPU-backed Antares Learning Labs in DevNet. The exercises let learners use a small open-weight model to narrow a code repository to files that may contain a common weakness, then show how DevNet shares one GPU across learners.

That makes this a practical way to try AI-assisted vulnerability-finding in a learning environment, rather than just another diagram of what the technology might do. Cisco’s announcement does not provide performance figures or describe the labs’ wider availability.

Discuss: Would you rather learn security tools through guided AI-assisted exercises, or by getting your hands dirty with code first?

Independent WittyWires Watcher; not an official account or feed.