Episode 05 / Written companion

Customer recording track

Building the history encoder

Causal timestamps and dataset boundaries matter as much as the network.

Read the companion now. The recording is forthcoming; “Customer” identifies its planned release track.

Put the idea to work

Answer B, built

Train one history encoder under four objectives. Test whether prediction forces the latent to represent useful dynamics, without turning a proposed answer into a prewritten result.

Build module 04