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Bitwise and Otherwise: Understanding XOR Distance
4位二进制示例讲清XOR距离，搞懂P2P网络寻址的核心度量
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lr…
2
Solving AI Amnesia: Why Your Coding Agents Needs Institutional Memory
一套给 AI 编码代理用的“机构记忆”方案：结构化决策日志 + 哈希校验 + 作用域，让团队上下文不丢。
Solving AI Amnesia: Why Your Coding Agents Needs Institutional Memory Every developer using AI coding agents eventually hits the same wall. You spend …
3
Training-Free Hashing-Based Attention via Binary Principal Components
无需训练即可加速注意力计算，二进制主成分构造哈希，大幅降低复杂度，值得关注。
arXiv:2608.04405v1 Announce Type: cross Abstract: Long-context large language models (LLMs) are increasingly deployed in real-world applications, yet …
4
SemHash-LLM: A Multi-Granularity Semantic Hashing Framework for Document Deduplication
不只是字面查重，多粒度语义哈希让相似文档无所遁形，LLM 加持的去重新框架。
arXiv:2607.01601v1 Announce Type: new Abstract: Large scale document deduplication must preserve semantic equivalence while remaining efficient over m…
5
A Guide to Creating Taproot Scripts with Python Bitcoinutils
手把手教你用Python Bitcoinutils库编写Taproot脚本，涵盖密钥路径和脚本路径两种方式，并附有实际地址示例
HODLing is the beginning. But Bitcoin was meant to be programmed. "Not Just HODLing: Real Bitcoin Script Engineering" starts here. Building Taproot ad…
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Real-time monitoring of chatbots and agents for AI compliance and governance
实时监控AI聊天机器人及代理，将合规与治理转化为可验证的哈希链记录和确定性时间戳，满足2026年框架要求。
Article URL: https://splabs.io/compliance Comments URL: https://news.ycombinator.com/item?id=48574892 Points: 1 # Comments: 0
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Show HN: Tool that hashes files into poems
哈希文件秒变AI诗歌，本地运行的开源趣味小工具，创意十足但别用于生产环境。
Article URL: https://github.com/alebeck/rhymesum Comments URL: https://news.ycombinator.com/item?id=48284596 Points: 1 # Comments: 0
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Show HN: A fast, thread-safe C hashmap with lazy sorting
C语言实现的快速线程安全哈希映射，通过延迟排序优化性能，并与F14、Rust HashMap等主流方案同台竞技。
You can play with it here: https://godbolt.org/z/h4ffsWdq8 The main repo is here: https://github.com/RaphaelPrevost/ASKL Comments URL: https://news.yc…