The short version

Charles Manning predicted on April 28, 2026: “I think over time they're going to want to do stuff that's on prem and um there's just such a demand for hardware that it's super expensive and I think that'll go down over time and I think I think we're going to see in our in all of all of industries more…

Prediction by

Charles Manning

On April 28, 2026

“I think over time they're going to want to do stuff that's on prem and um there's just such a demand for hardware that it's super expensive and I think that'll go down over time and I think I think we're going to see in our in all of all of industries more decentralized distributed models not these centralized online models and that's why we're taking the approach that we're taking. We think over time there's a myriad of models that start to come together across workflows and testing is awesome.”

Follow-up

Filed for tracking. Outcome to be evaluated as the timeline plays out.

From the High Caliber AI network — see the AI for PR module in the course.