Intelligent NPCs: Infusing Soul into Game Characters with AI and the Art and Science of Deep Model Inference Acceleration

Speaker : Qiu Dongyang, Technical Lead of Tencent Game "ZhiJi" AI, holds a master's degree in Computer Science from Northwestern Polytechnical University and leads AI engineering for Tencent Games. His research focuses on NLP, model inference acceleration, system architecture, and performance optimization, with products such as the "Game ZhiJi" Q&A system, "Peace Fifth Person" AI voice assistant, accessible version of "Daily Chess", Zhiyin voice large model, "Jue Zhi An Nuan" intelligent NPC, and LLM‑based human‑machine collaborative customer service solutions.

Talk Title : Intelligent NPCs – AI Injects Soul into Game Characters, The Art and Science of Deep Model Inference Acceleration

Talk Overview :

1. Opportunities brought by large models for NPC development. 2. A small step toward NPC intelligence – the "Jue Zhi An Nuan" experiment. 3. Core challenges of intelligent NPCs and their solutions. 4. Future plans for NPC intelligence.

Audience Takeaways :

1. How to keep LLM‑generated content consistent with game worldviews and IP character designs. 2. Safety and compliance strategies for large models. 3. Solving real‑time performance issues of large models under multimodal interaction.

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