This finding is particularly relevant in financial services and other highly regulated sectors, where many firms are building their own proprietary generative AI systems in 2025. Yet, MIT’s research suggests companies see far more failures when going solo.

There’s a lot to read between the lines here. It seems like privately there’s a proliferation of purpose-built models, which probably means a lot of within-sector redundancy and Even. More. Data Centeeeeers.