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Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs 关注的是一个可复用的 AI 系统或评测问题，而不是单点 demo。
Instruction tuning for multiple parallel token streams to unblock reading, thinking, acting, and monitoring.
It proposes a structural change to LLM interaction format with implications for latency, prompt-injection robustness, and agent monitorability.
它没有更高，是因为这些新 arXiv 工作仍需要更多独立复现、真实系统部署和长期社区采用来确认影响。