James Michael Barlow

Delivering Organisational Judgement: Explicit Context, Retrieval, and Parameter Adaptation in Qwen3

Synthetic withholding studies show that organisation-specific engineering judgement can be restored when written material is supplied at inference time. This technical note asks whether the same sealed contrasting-practices world admits recovery when that judgement is delivered t...