7: Scaling, Generalization, and Limitations

Feb 27, 2025 · 18 min read · Introduction While the Latent Program Network (LPN) presents a powerful new approach to program synthesis and reasoning, scaling it to larger, more complex tasks introduces significant challenges. Generalization beyond training tasks remains a key go...