#opg $OPG

That framing makes sense, particularly regarding reducing lock-in and increasing verifiability. The true test for @OpenGradient will be whether “open and verifiable intelligence” translates into something developers consistently rely on for transparency, performance cost and ease of integration compared to existing closed APIs. If it does accountability ceases to be a nice-to-have and becomes a default part of the AI stack rather than an optional layer. $OPG