Machine-made ads are flooding the open web so fast that the internet is starting to eat its own output 🌀
$ATH built a distributed GPU network that turns idle hardware into training capacity. $ROSE pioneered confidential compute so sensitive information can work without being exposed to the operator.
Training capacity is abundant. Private compute exists. But the web that feeds new models is filling with text and images no human wrote, a field replanted with its own harvest until the soil gives out. Each generation learns more from machines and less from people. The signal is thinning.
The real human record, written by people living actual lives, is the one input machines cannot counterfeit, replenished by Vana.
#AI #Vana
$ATH built a distributed GPU network that turns idle hardware into training capacity. $ROSE pioneered confidential compute so sensitive information can work without being exposed to the operator.
Training capacity is abundant. Private compute exists. But the web that feeds new models is filling with text and images no human wrote, a field replanted with its own harvest until the soil gives out. Each generation learns more from machines and less from people. The signal is thinning.
The real human record, written by people living actual lives, is the one input machines cannot counterfeit, replenished by Vana.
#AI #Vana