I think we're looking at AI infrastructure from the wrong direction.
Most conversations still revolve around building better models. Faster models. Smarter models.
But after watching how developers actually build products, I keep coming back to a different question:
What makes an AI service reliable enough to become invisible?
Users don't stay because a model scored higher on a benchmark.
They stay because the product works every single day without making them think about what's happening underneath.
That's why @OpenGradient feels interesting to me.
Instead of treating verification as a feature, it's trying to make trust part of the infrastructure itself. If developers can verify outputs without sacrificing usability, AI stops being something users constantly question and starts becoming something they simply rely on.
History shows that the biggest infrastructure winners usually disappear into the background.
Nobody thinks about DNS before opening a website.
Nobody thinks about HTTPS before making a payment.
Maybe AI infrastructure reaches maturity the same way.
Not when everyone talks about it...
But when nobody has to.
Exploring Open Intelligence.
$OPG #opg #OPG
Most conversations still revolve around building better models. Faster models. Smarter models.
But after watching how developers actually build products, I keep coming back to a different question:
What makes an AI service reliable enough to become invisible?
Users don't stay because a model scored higher on a benchmark.
They stay because the product works every single day without making them think about what's happening underneath.
That's why @OpenGradient feels interesting to me.
Instead of treating verification as a feature, it's trying to make trust part of the infrastructure itself. If developers can verify outputs without sacrificing usability, AI stops being something users constantly question and starts becoming something they simply rely on.
History shows that the biggest infrastructure winners usually disappear into the background.
Nobody thinks about DNS before opening a website.
Nobody thinks about HTTPS before making a payment.
Maybe AI infrastructure reaches maturity the same way.
Not when everyone talks about it...
But when nobody has to.
Exploring Open Intelligence.
$OPG #opg #OPG