Future AI models will increasingly be trained by being exposed directly to real-world environments to gain a "first-person view," rather than learning from human-written text.

BMC is building training environments called "gyms" where AI agents can learn by autonomously breaking and fixing applications in a controlled data center.

The architecture of BMC Helix is designed to be model-agnostic, allowing foundation models to be easily swapped out as new ones become available.