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 ...

MathGPT.ai(TM), an emerging provider of responsible and accurate, instructor-led AI learning platforms and products for higher education institutions, has introduced a comprehensive suite of platform ...

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