As part of its development of its first cohort of builders, Signals at Scale will host a technical summit on the post-article representation of societal information. This summit will be held in Munich, Germany on November 16 and 17, 2026.
The summit will be a multi-disciplinary gathering of people working on new technologies for representing societal information that is collected, processed and consumed at vast scale by AI, including knowledge graphs, structured events, contextual metadata, temporal world model, vectorization techniques and other approaches.
The intention of this summit is to take stock of the field in the context of LLMs and approaching AGI, and to discuss the next generation of representations that can potentially satisfy the new use cases around societal information.