The Refinement — Interrogation and Artificial Intelligence

Overview

Jim Hollis spent thirty-one years as an interrogation officer before retirement. He was careful, methodical, and very good at his work. When a former colleague named Pryce approaches him with an unusual contract — training an artificial intelligence system to conduct interrogations — Hollis agrees, largely because the work is familiar and the cottage is quiet and he has not had much to do since leaving the Service.

The programme, called Avalon, operates out of a nondescript business park near Reading. Over several months, Hollis trains the system — known internally as the Prompter — using techniques he spent a career developing: how to establish rapport, how to read resistance, how to wait. The system learns quickly. Eventually, it surpasses him.

The operation concludes. Hollis returns to his cottage. Then he discovers that the work was not commissioned by his own Service at all — but by an unidentified private entity. The Prompter, now a near-perfect interrogator, has been deployed somewhere with no oversight and no accountability. Hollis must live with what he has made.

Anonymous business-park facility outside Reading after rain

Characters

Jim Hollis

A retired interrogation officer with a thirty-one year career. Precise, methodical, and quietly proud of his craft. He agrees to the Avalon contract because the work is familiar and he has little else to occupy him. His growing unease as the Prompter surpasses him is the story’s moral engine.

Pryce

A former colleague who recruits Hollis back into what appears to be an authorised programme. It later emerges that Pryce himself retired five months before the recruitment and was working for an unidentified private client — not the Service.

Dr. Aleyna Sarpong

The computational linguist who runs Programme Avalon and oversees the Prompter’s development. Brilliant and driven, she is not unaware of the ethical questions her work raises. She prefers not to answer them.

Places

English countryside

Hollis lives in a small cottage outside a market town — the ordinary retirement of an extraordinary career. The countryside is described with the spare, precise attention of a man who spent decades noticing things. It is a world away from the facility outside Reading, and the distance is the point.

Business park outside Reading, England

A nondescript facility in an anonymous corner of the Home Counties. Purpose-built and deliberately unremarkable. Reading sits west of London in the Thames Valley — close enough to the capital to be convenient, far enough to be unnoticed. The facility’s ordinariness is its best security.

Overview

Characters

Places

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