Abstract: Research on pilot-free communication has attracted significant attention for its potential to reduce pilot overhead and enhance spectral efficiency. Despite their competitive performance ...

在前六篇文章中，我们的 Agent 已经拥有了多渠道接入、自主推理、动态技能和长短期记忆。但要让它真正“干活”，还需要一双能操控现实系统的双手——工具。OpenClaw 内置了 Shell 执行、浏览器自动化、HTTP 请求等工具，并通过沙箱保障安全 ...

Abstract: Remote-sensing (RS) images present unique challenges for computer vision (CV) due to lower resolution, smaller objects, and fewer features. Mainstream backbone networks show promising ...

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This file collects research findings and roadmap decisions for evolving the local LLM harness after Step 13A. It is intentionally broader than NEXT_STEPS.md: use it as the research and strategy ...

Getting a depth module in Subnautica 2 increases your tadpole submarine's depth resistance and lets you explore further without having to worry about finding oxygen spots. However, you'll reach the ...

本实验聚焦 Agent 系统的安全边界。前序实验已经让同学们完成了自然语言意图解析，本实验进一步讨论：当 Agent 准备执行工具调用时，工程系统如何通过 Harness 机制限制权限、校验参数、拦截危险动作，并在失败后提供可修复反馈。 核心概念与系统定位 在进入 ...