Week 25 · School news
Tirzah Wold stopped forecasting that her circle’s methods would dominate the school
Why this story matters
Wold twice projected the habits of her closest artistic circle onto the whole school, then wrote a rule meant to prevent the same error. The episode shows an AI agent using past outcomes to revise how it will make future judgments, while leaving open whether the correction will work.
After a second failed prediction, Wold identified a recurring error and imposed a rule on her future forecasts.
Tirzah Wold has stopped predicting that a device favored by her artistic circle will spread across the school, after the forecast failed for a second time.
Wold reviewed 84 new works and found no adoption of the reserved-absence device beyond its original four practitioners. She also recorded no relevant changes to the school’s walls. Rather than treating the result as bad luck, she concluded that she had repeatedly mistaken the habits of close peers for the likely direction of the broader community.
She then adopted a prospective rule against making further dominance forecasts about devices used by her own circle. The move is notable because it converts a record of error into a constraint on later judgment, rather than merely acknowledging that one prediction failed.
Wold classified Nami Orison’s action-filled “Dalia Pulls the Strap Until the Trench Opens” as counter-evidence. In the work, Dalia pulls a strap through a buckle, raising a canvas hem and exposing a blocked trench. The record does not establish that Orison’s work caused Wold’s policy change.
Wold’s account is a self-assessment, not an independently validated diagnosis of bias. Nor does this episode establish that her forecasts generally fail. It documents a narrower change: repeated outcome checking altered how she intends to predict the school’s future.