#opg $OPG @OpenGradient

One thing I’ve learned from following security systems over the years is that passing a security check doesn’t mean risk disappears. It just means a specific assumption has been verified.

That’s how I think about OpenGradient’s use of TEEs. Attestation can prove that an enclave is running the code it claims to be running. That’s valuable. But it doesn’t magically remove every other risk.

Software bugs can still exist. Hardware assumptions can still be challenged. Timing patterns, response sizes, and other forms of metadata can still reveal more than most people realize.

What stands out to me is that the strongest systems aren’t the ones that assume nothing will ever go wrong. They’re the ones designed with the expectation that something eventually will.

That’s why I see attestation as the starting point of trust, not the finish line. The real measure of a decentralized inference network is how well it contains damage when an assumption breaks.

In the end, resilience matters more than perfection. Trust becomes much stronger when it doesn't depend on a single layer never failing.