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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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EdgeBench: Unveiling scaling laws of (AI) learning from real-world environments
字节跳动开源EdgeBench，揭示AI在真实世界环境中的学习缩放规律，值得研究者关注。
Article URL: https://github.com/ByteDance-Seed/EdgeBench Comments URL: https://news.ycombinator.com/item?id=48801308 Points: 1 # Comments: 0
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Evaluating LLMs for Real-World Web Vulnerability Detection
系统评估LLM在真实Web漏洞检测中的表现，揭示能力与局限，安全从业者必读
arXiv:2606.21397v1 Announce Type: cross Abstract: Large Language Models (LLMs) have emerged as a promising tool for automated vulnerability detection,…
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Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments
前沿AI系统能否持续适应真实世界？全新基准CL Bench首测状态化环境下的持续学习能力。
arXiv:2606.05661v1 Announce Type: new Abstract: Continual learning, the ability of AI systems to improve through sequential experience, has attracted …