Jeff Smith

AI agents are getting database access faster than most teams are getting comfortable with it. MCP makes it trivially easy to hand an agent a live connection to your data - but that access needs to respect least privilege and your existing corporate identity and roles, not a parallel permission model invented just for AI.

Coding models are helping software developers move faster than ever, but weirdly, the models themselves are not keeping up. They are trained on months-old snapshots of open source code. They have never seen your internal codebase, let alone the code you wrote yesterday.

In this session, learn strategies that have helped enterprises succeed in their migration and modernization journeys. Your organizational culture will impact your journey to the cloud.

As financial firms start to use Deep Learning (DL), many of them run into the challenge of deploying DL models at scale. PyTorch, an open source machine learning platform, is designed to support rapid development and seamless, reliable deployment of models at scale.