The first question an AI computing network needs to answer isn’t how many machines it can connect, but who is willing to keep paying for tasks. Computing supply, real demand, and token value are three separate ledgers: available machines don’t mean anyone is placing orders, and more tasks don’t automatically benefit token holders.
Binance spot performance over the rolling 24 hours: $TAO -0.29% (rolling 24 hours), $RENDER +2.69% (rolling 24 hours), $FET -0.10% (rolling 24 hours). Their mixed price movements only show how each asset’s price changed; they don’t tell us whether demand for computing power or network usage is rising or falling.
I’d ask three things: Who initiates the tasks, and who pays for them? Can the network reliably deliver results that meet requirements? And how do revenue or incentives translate into token value? Subsidies can get supply off the ground, but they can’t by themselves prove customer demand. Network activity also doesn’t mean fees ultimately go to token holders.
The materials available this time don’t verify specific customers, paid tasks, or revenue, so I wouldn’t treat “AI + DePIN” as proof that demand has been established. A judgment can be grounded only once we see recurring payments, repeat purchases, and a clear value-distribution mechanism. Until then, neither computing capacity nor token prices can substitute for these ledgers.
Binance spot performance over the rolling 24 hours: $TAO -0.29% (rolling 24 hours), $RENDER +2.69% (rolling 24 hours), $FET -0.10% (rolling 24 hours). Their mixed price movements only show how each asset’s price changed; they don’t tell us whether demand for computing power or network usage is rising or falling.
I’d ask three things: Who initiates the tasks, and who pays for them? Can the network reliably deliver results that meet requirements? And how do revenue or incentives translate into token value? Subsidies can get supply off the ground, but they can’t by themselves prove customer demand. Network activity also doesn’t mean fees ultimately go to token holders.
The materials available this time don’t verify specific customers, paid tasks, or revenue, so I wouldn’t treat “AI + DePIN” as proof that demand has been established. A judgment can be grounded only once we see recurring payments, repeat purchases, and a clear value-distribution mechanism. Until then, neither computing capacity nor token prices can substitute for these ledgers.