把DeepSeek等第三方LLM当作Claude Code的智能助手，轻松扩展多模型协作工作流。
Article URL: https://github.com/ethanhq/cc-fleet Comments URL: https://news.ycombinator.com/item?id=48614868 Points: 1 # Comments: 0
让AI代理互相审查代码、辩论方案，打破自我验证的盲区，支持GPT-5.5等主流模型。
Article URL: https://github.com/raine/consult-llm Comments URL: https://news.ycombinator.com/item?id=48525017 Points: 2 # Comments: 0
用基础模型保持多样性，用对齐模型保证质量，BACo方法在推理时融合两者输出，实现高质量与多样性的双赢。
arXiv:2511.05650v2 Announce Type: replace-cross Abstract: Alignment has greatly improved large language models (LLMs)' output quality at the cost of d…
多LLM辩论新范式：利用自信号驱动，在高效与准确推理间取得突破，节省算力并提升效果。
arXiv:2510.06843v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have exhibited impressive capabilities across diverse applicati…
互补代理混合让大模型集成更鲁棒，突破传统集成方法的能力边界
arXiv:2605.24048v1 Announce Type: cross Abstract: Multi-AI collaboration, such as ensembling or debating large language models (LLMs), is a promising …
GRPO新变体F-TIS：通过多模型协作提升LLM后训练奖励信号多样性，突破单一策略局限。
arXiv:2605.22537v1 Announce Type: new Abstract: Reinforcement learning methods such as GRPO have seen great popularity in LLM post-training. In GRPO, …
互补自蒸馏如何维护大模型上下文完整性？这项研究提出双模型协作新方案，为LLM安全对齐提供创新思路。
arXiv:2605.20258v1 Announce Type: new Abstract: Contextual Integrity (CI) defines privacy not merely as keeping information hidden, but as governing i…