Learning with a human teacher.

Teaching without turning every statement into truth

The human-guided developmental teaching update introduced lessons through natural conversation. Its records distinguish what a teacher said from a fact that has been verified. Corrections, unanswered questions and transfer evidence remain part of the learning history.

That distinction matters in a human–AI project. A helpful explanation is still an explanation from a source; it should not silently become an autobiographical experience or an unquestionable belief.

What remained to prove

The report describes the route as installed but partial. A live acceptance exercise using an invented concept was still pending. The intended test was whether Owen could do something useful with a newly taught idea, rather than simply repeat the teacher’s words.

The milestone is therefore the installed teaching pathway and its evidence handling. It is not a claim that broad conversational teaching or transfer had already been demonstrated.