Intelligent NPC: How AI Gives Game Characters a Soul and the Art of Deep Model Inference Acceleration

Speaker : Qiu Dongyang, Technical Lead of Tencent Games "Game Zhiji" AI products. He holds a master's degree in Computer Science from Northwestern Polytechnical University and works on NLP, model inference acceleration, system architecture, and performance optimization. Notable projects include Game Zhiji Q&A, "Peace Fifth Person" AI voice assistant, accessible version of Tian Tian Xiang Qi, Zhiyin large‑model voice, "JueZhi Anuan" intelligent NPC, and LLM‑based human‑machine collaborative customer service solutions.

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

Talk Outline :

1. Opportunities that large models bring to NPC development.

2. A small step: the "JueZhi Anuan" NPC intelligentization attempt.

3. Core challenges of intelligent NPCs and their solutions.

4. Our future plans for NPC intelligence.

Audience Benefits :

1. How to keep LLM‑generated content consistent with game worldviews and IP character designs.

2. What safety and compliance solutions exist for large models.

3. How to address real‑time performance of multimodal interactions with large models.

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