Microsoft has moved its Discovery platform into general availability, calling the service a production-ready environment for scientists and researchers that want to apply AI agents.
Microsoft released RAMPART and Clarity as open-source projects intended to help developers test AI agents earlier in the software lifecycle and turn red-team findings into repeatable engineering checks.
A new Cloudera survey of 1,500 enterprise technology leaders found widespread AI-driven architecture changes, with governance problems, rising infrastructure costs, and workload placement pushing organizations toward more hybrid approaches.
Institutions need to move away from a reactive habit of expanding storage and towards a more deliberate data management model based on understanding and control.