[NeurIPS 2025] The official code for "IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation"
A controlled multi-agent execution runtime featuring elastic single/multi-agent fusion. Enforces "LLM thinks, code decides" via zero-trust permissions and shadow state machines, dynamically downgrading simple tasks to single-agent fast paths. Built on the OpenAI Agents SDK.
AI工程化开发项目规范与约束，保障项目可控性、可追溯性，实现显式判断AI上下文漂移/幻觉方法。
可视化贝叶斯式人机协同框架 · 人类作为概率空间的高维观测者，通过 UI 层精准干预引导 LLM 推理收敛 · A Bayesian-inspired human-AI collaboration framework with dynamic controllability, Harness-based verification, and multimodal cross-validation
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