Part 6/10:
During testing, Shapiro notices that the story "gets stuck"—repeating certain phrases or failing to develop further after a few iterations. For instance, the narrative about dragons and Silas begins to loop, with the story repeating the same scenes and sentiments.
Logs reveal that the model tends to converge prematurely, creating repetitive or closed-ended narratives. To mitigate this, he experiments with removing the summarization step or adjusting generation parameters, noting that sometimes the story concludes naturally when the model perceives it has reached an endpoint.