As AI systems grow more autonomous, Walrus argues that verifiable data infrastructure will determine which systems earn trust.

The shift to service as software will bring learning curve advantages, software-like marginal economics, and winner-take-most dynamics to all companies across every industry, not just tech vendors. We ...

“Start thinking like your new user (AI) and speak YAML,” he noted. O’Brien explained that semantic layers within data fabric means moving beyond data access to data usability. Data abstraction is ...