Spent some time digging into OpenGradient's verification model and one thing stood out to me:
"Verifiable AI" isn't really an on/off feature — it's a spectrum.
zkML offers the strongest guarantees, but it can be 1,000–10,000x slower than normal inference. That means developers often choose faster options like TEE attestations depending on their needs.
I used to assume full proof verification was the default. Turns out it's more of a trade-off between security, speed, and cost.
Makes me wonder: what percentage of daily $OPG inferences are actually zkML-verified?
#OPG
"Verifiable AI" isn't really an on/off feature — it's a spectrum.
zkML offers the strongest guarantees, but it can be 1,000–10,000x slower than normal inference. That means developers often choose faster options like TEE attestations depending on their needs.
I used to assume full proof verification was the default. Turns out it's more of a trade-off between security, speed, and cost.
Makes me wonder: what percentage of daily $OPG inferences are actually zkML-verified?
#OPG