You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

The first new model to come out of Meta Superintelligence Lab following the company’s reorganization of its AI efforts, Muse ...

Those changes will be contested, in math as in other academic disciplines wrestling with AI’s impact. As AI models become a ...