LLMs also prefer stories to graphs and databases

Lightfield has shifted from using structured knowledge graphs to a narrative-based data model for context engineering with LLMs. The new approach uses live-updating chronological stories about people and relationships alongside structured data, which models like Opus can dynamically re-weight for better understanding. This solves complex tasks like stakeholder mapping, engagement analysis, and deal risk assessment in enterprise sales by preserving the nuance and malleability of human relationships rather than treating them as rigid graph structures.