Part IV — Beyond Text-Only Decoding

The same state-and-topology reasoning applied where the decoder loop does not rule: images that flow through encoders, diffusion pipelines that iterate over a latent, learning loops that rewrite the model underneath a live service, and interactive sessions, long reasoning traces, and agentic waits that must answer within a human sense of time.

Chapters 18–21