SEO Week day 1 thought #9.

Andrea Volpini

AI models are scaling to almost “infinite” context, and navigation is a bottleneck. Andrea presented data that AI systems increasingly rely on structured data and knowledge graphs to decide where to look next for evidence, not just on embeddings alone. Andrea’s team showed that when complex questions require pulling evidence from many different places, using a recursive language model over a knowledge graph can outperform traditional vector-based approaches by a large margin. Another argument for investing in clean, connected data rather than more isolated pages.