I thought the risky part on OpenGradient private inference was the enclave.
Kept drifting back to the request hash instead.
That was the bad sign.
Because the clean version sounds great. Sealed request goes in. TEE answers it. Signed output comes back. SDK checks "tee_request_hash" and sees it matches what the client actually sent.
Nice little comfort object.
Dangerous one.
Say some internal risk desk is using OpenGradient private inference on a credit memo or sanctions note. The prompt gets framed upstream. Badly, maybe. Too narrow. Missing context. Somebody smuggles in a rotten assumption and calls it context. Then sealed request goes in, the TEE answers it, signed output comes back, SDK checks "tee_request_hash", everybody exhales half a step too early.
That's the split.
@OpenGradient "tee_request_hash" matches.
SDK is happy.
Prompt framing can still be garbage.
That part keeps bothering me.
Because once the SDK sees "tee_request_hash" match, the prompt starts borrowing review it never earned. It proves correspondence. That’s it.
Same sealed request in.
Same sealed request answered.
Fine.
Could still be the wrong prompt.
I've seen that move before. One exact little check passes and the whole room starts relaxing in the wrong place. Review goes soft. Signed output there on OpenGradient. "tee_request_hash" there. Suddenly nobody wants to reopen the prompt framing.
Lovely.
And by then OpenGradient has already done its job. TEE path held. "tee_request_hash" matched. Signed output there. The ugly part was earlier. Prompt framing. Input judgment. Whatever little human shortcut got packed in before the enclave ever saw the file.
So where does the error live there?
Not in the hash.
That’s the annoying part.
If the prompt was wrong and "tee_request_hash" was right, what exactly got verified besides a mistake arriving intact?
Wrong thing. Correctly delivered. whatever.
@OpenGradient $OPG #OPG
Kept drifting back to the request hash instead.
That was the bad sign.
Because the clean version sounds great. Sealed request goes in. TEE answers it. Signed output comes back. SDK checks "tee_request_hash" and sees it matches what the client actually sent.
Nice little comfort object.
Dangerous one.
Say some internal risk desk is using OpenGradient private inference on a credit memo or sanctions note. The prompt gets framed upstream. Badly, maybe. Too narrow. Missing context. Somebody smuggles in a rotten assumption and calls it context. Then sealed request goes in, the TEE answers it, signed output comes back, SDK checks "tee_request_hash", everybody exhales half a step too early.
That's the split.
@OpenGradient "tee_request_hash" matches.
SDK is happy.
Prompt framing can still be garbage.
That part keeps bothering me.
Because once the SDK sees "tee_request_hash" match, the prompt starts borrowing review it never earned. It proves correspondence. That’s it.
Same sealed request in.
Same sealed request answered.
Fine.
Could still be the wrong prompt.
I've seen that move before. One exact little check passes and the whole room starts relaxing in the wrong place. Review goes soft. Signed output there on OpenGradient. "tee_request_hash" there. Suddenly nobody wants to reopen the prompt framing.
Lovely.
And by then OpenGradient has already done its job. TEE path held. "tee_request_hash" matched. Signed output there. The ugly part was earlier. Prompt framing. Input judgment. Whatever little human shortcut got packed in before the enclave ever saw the file.
So where does the error live there?
Not in the hash.
That’s the annoying part.
If the prompt was wrong and "tee_request_hash" was right, what exactly got verified besides a mistake arriving intact?
Wrong thing. Correctly delivered. whatever.
@OpenGradient $OPG #OPG