Part 7/8:

Within this framework, data flows through iterative interactions of attention and feed-forward operations, enriching the model's knowledge. The final step involves generating a prediction based on the adjusted representation of context and learned information.

The Emergent Nature of Predictions

Despite the framework developers create, the unique behavior of LLMs arises from the emergent outcomes of their vast parameters. This complexity makes it particularly challenging to explain why a model arrives at specific predictions.