Ontology and AI Self-Evolution Practices to be Discussed at AICon 2026
November 10, 2026 · 2 min read
Also published in Español, Português (Brasil)
AICon 2026, a conference focused on artificial intelligence development and application, is set to take place in Beijing on December 18-19, 2026. The event will explore the boundaries of AI applications, featuring 13 technical topics that include post-training for large models, inference optimization, agent engineering, knowledge engineering, agent evaluation and safety, self-evolving systems, AI software delivery, and organizational transformation.
The conference aims to gather frontline technical experts to share insights and real-world practices related to AI technology breakthroughs and large-scale enterprise implementations. Among the speakers is the Chief Technology Officer of YueDian Technology, who will present a talk titled "From Constraints to Evolution: Ontology and AI Self-Evolution Practices." This presentation will outline how to leverage Ontology technology to enhance the reliability and iterative capabilities of AI models.
The speaker's presentation will be divided into four parts. The first part will redefine Ontology, explaining its importance in the era of large models and how it can enhance model trust and reasoning capabilities. The second part will discuss the role of Ontology in the evolution of corporate knowledge, illustrating how it can unify semantics and constrain reasoning, ensuring that knowledge flows and strengthens between experts and frontline workers.
The third part will explore the iterative technology of "Ontology-based Harness → Loop → Evolve," demonstrating how AI can progress from handling complex tasks to achieving self-evolution. The final segment will present case studies and analyses from various industries, including manufacturing, energy, and rail transportation, providing reusable pathways for implementation.
The event is expected to attract senior experts from various sectors to share cutting-edge technological insights and practical experiences. With a focus on the evolving role of AI within enterprises, AICon 2026 aims to facilitate discussions on how organizations can effectively integrate AI solutions.