#mira $MIRA Mira Doesnāt Let Models Guess the Task What looks like the same AI output often isnāt the same task to different models. Each model fills gaps differently assumptions, scope, emphasis. So disagreement isnāt always about truth. Itās often about task mismatch. What I find interesting in Mira is that it doesnāt start with verification. It starts by fixing the task itself. By extracting claims and aligning context, Mira makes sure every model is judging the exact same thing. That shift sounds small but it changes what consensus means.
#mira $MIRA Mira Doesnāt Let Models Guess the Task What looks like the same AI output often isnāt the same task to different models. Each model fills gaps differently assumptions, scope, emphasis. So disagreement isnāt always about truth. Itās often about task mismatch. What I find interesting in Mira is that it doesnāt start with verification. It starts by fixing the task itself. By extracting claims and aligning context, Mira makes sure every model is judging the exact same thing. That shift sounds small but it changes what consensus means.