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Show HN: Learning Nix with LabCraft
交互式学习 Nix 的在线平台，每课都在真实机器上实操，边学边练。
LabCraft is an AI-mentored learning platform. It is NOT a chatbot! Instead, it consists of course curriculum and an instrumented playground where lear…
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Text2DSL: LLM-Based Code Generation for Domain-Specific Languages
LLM如何高效生成特定领域代码？这篇论文提出Text2DSL框架，14页干货详解大模型在DSL代码生成中的创新应用。
arXiv:2606.22586v1 Announce Type: new Abstract: Domain-specific languages (DSLs) are widely used for managing operating system security policies, yet …
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HawkesLLM: Semantic Uncertainty Propagation in Agentic Text Simulation
Hawkes过程结合LLM，让智能体文本模拟中的语义不确定性传播更精准可控。
arXiv:2605.23043v1 Announce Type: new Abstract: Agentic text-simulation systems write in sequence, with each item becoming possible context for later …