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multimodal coding

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Fun with Large Models
Fun with Large Models
Sep 17, 2026 · Artificial Intelligence

Zero-Bug Learning System in 3 AI Dialogues: Seed-2.1-Pro's Multimodal Coding Demo

The author built an open-source knowledge learning system called Knowledge Dance using doubao-seed-2.1-pro-0915 via Trae IDE in three dialogue iterations over three hours, featuring automated research, PPT generation, quiz games, review reports, and knowledge base integration, showcasing the model's multimodal coding and self-debugging via screenshot analysis.

AI-assisted developmentFastAPILLM evaluation
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Zero-Bug Learning System in 3 AI Dialogues: Seed-2.1-Pro's Multimodal Coding Demo