Two-Step Post-Pre-training Alignment Process

A technology company claims it can create a perfectly helpful and harmless AI assistant by simply pre-training a model on an exhaustive dataset containing all books, articles, and websites ever published. They argue that such a comprehensive dataset would make any subsequent training phase to align the model's behavior unnecessary. Which of the following statements provides the most critical evaluation of this claim's primary flaw?

Rationale for Post-Training Alignment

Critique of a Pre-training-Only Approach