Wenjie Cai

An Explicit World Model Based on Data-First Ontology: DaoQL Multimodal Storage Validation and Counterfactual Reasoning Evaluation

This paper proposes data-first ontology: LLMs are treated as reasoning and language engines, while deterministic knowledge is moved into an explicit multimodal database, DaoQL, formalizing an explicit world model and showing that, under rule independence, deterministic evaluation, and fixed conflict resolution, explici...