I think these CS books should start with a philosophical look at what kind of thing computation actually is, rather than diving straight into UNIX file system structures with barely any context. But I guess that would be computer science from the top down.
He proposes a file clerk that gets progressively dumber and faster until they get so dumb that they can be simulated by an electronic circuit.