只选热门 · 严格时间窗口 · 去重 · 每日留档
内容窗口：2026-11-02T06:00:00+08:00 ～ 2026-11-03T06:00:00+08:00（左闭右开）
实际采集/热度观察：2026-11-03T10:07:46.391512+00:00；生成：2026-11-03T10:18:07.882832+00:00。补采不声称还原截止时刻的热度。
MIT CSAIL研究团队公布“权重空间编程”早期结果，称GPT-6 Astra能直接理解和修改神经网络权重。在不使用梯度或编写训练循环的实验中，Astra修改Qwen3.5-0.8B约0.016%的权重，使相同采样设置下的MATH-500成绩从7.9%升至48.1%。上述数据为团队报告的实验结果。
原始地址：https://rikiyat.github.io/blog/weight-space-programming
{"feed": "https://hnrss.org/frontpage?count=100", "hn_points": 2629, "hn_comments": 801}
时间依据：published_at；正文读取：ok
据《卫报》报道，比利时、爱沙尼亚、爱尔兰等至少七个欧洲国家的零售商报告制冷系统异常，部分冰箱和冷柜温度一夜间升至最高50℃，多家公司确认遭黑客入侵。瑞典国家网络安全中心表示，发现不少暴露在外、需要更新或打补丁的运营技术设备。此次事件与上月法国超市遭遇的攻击相似。
{"hn_points": 395, "hn_comments": 437, "discussion_url": "https://news.ycombinator.com/item?id=50335615"}
时间依据：page_published_at；正文读取：ok
Polyend在GitHub公开原版Tracker、Tracker+和Tracker Mini的固件源码，并发布适用于三款设备的Community Edition 1.0。新版支持从SD卡流式读取长采样、在采样编辑器加载插件，并提供插件SDK；Tracker+和Mini新增两款合成器。设备还内置恢复机制，降低自定义固件导致设备无法使用的风险。
原始地址：https://polyend.com/whats-up/tracker-the-biggest-update-yet
{"feed": "https://hnrss.org/frontpage?count=100", "hn_points": 132, "hn_comments": 40}
时间依据：published_at；正文读取：ok
跨会话智能体记忆工具claude-mem发布15.9.0，新增Devin CLI和桌面端安装配置支持，以及远程worker地址设置，要求非本机连接使用HTTPS。新版扩充令牌和凭据脱敏范围，修复其他本地网站向worker写入数据的问题，并确保关闭错误上报后，磁盘中已保存的错误也不再发送。
原始地址：https://github.com/thedotmack/claude-mem/releases/tag/v15.9.0
{"stars": 111201, "forks": 9689, "trending_rank_at_collection": 2, "release_tag": "v15.9.0", "release_published_at": "2026-11-02T18:03:43Z"}
时间依据：release_published_at；正文读取：ok
新开源项目Shim定位为本地优先的轻量终端智能体框架，以单个静态二进制分发，采用MIT许可证。项目支持OpenAI兼容与Anthropic接口、MCP及Agent Skills，可借助本地模型将自然语言管理请求转换为白名单命令，修改操作需确认。配置与会话使用JSON和JSONL保存，API密钥从环境变量读取。
原始地址：https://github.com/Balanov/shim
{"stars": 412, "forks": 0, "kind": "new_repository"}
时间依据：repository_created_at；正文读取：ok
已检查公开热榜；没有符合本期时间窗口、相关性及去重条件的条目，不凑数。
已检查公开热榜；没有符合本期时间窗口、相关性及去重条件的条目，不凑数。
该来源匿名访问受限，今日未收录；未登录账号、未用其他来源冒充。
{
"statistics": {
"raw_items": 415,
"clusters": 80,
"offered_candidates": 22,
"published_items": 5,
"excluded": {
"outside_window": 235,
"nontech_or_noise": 92,
"missing_time": 0
},
"old_hn_links_rejected": 3,
"stage_seconds": {
"collection": 0.0,
"extraction": 3.1,
"hermes": 52.28
}
},
"sources": [
{
"source": "Ars Technica",
"url": "https://feeds.arstechnica.com/arstechnica/index",
"status": "ok",
"received": 20,
"seconds": 0.16
},
{
"source": "GitHub Trending + Release API",
"status": "ok",
"received": 17,
"checked_repositories": 14,
"notes": [],
"note": "只纳入窗口内发布的 Release 或新仓库；Trending 仅辅助发现，不虚构精确24h stars增量。",
"seconds": 11.15
},
{
"source": "Google AI",
"url": "https://blog.google/technology/ai/rss/",
"status": "ok",
"received": 20,
"seconds": 0.82
},
{
"source": "Hacker News",
"url": "https://hnrss.org/frontpage?count=100",
"status": "ok",
"received": 31,
"seconds": 1.04
},
{
"source": "Hacker News 热度",
"status": "ok",
"received": 75,
"url": "https://hn.algolia.com/api/v1/search?tags=story&numericFilters=created_at_i%3E%3D1793570400%2Ccreated_at_i%3C1793656800%2Cpoints%3E20&hitsPerPage=80",
"seconds": 2.87
},
{
"source": "IT之家",
"url": "https://www.ithome.com/rss/",
"status": "ok",
"received": 60,
"seconds": 4.27
},
{
"source": "MIT Technology Review",
"url": "https://www.technologyreview.com/feed/",
"status": "ok",
"received": 10,
"seconds": 0.26
},
{
"source": "OpenAI",
"url": "https://openai.com/news/rss.xml",
"status": "ok",
"received": 70,
"seconds": 0.09
},
{
"source": "Reddit LocalLLaMA",
"status": "unavailable",
"reason": "HTTPError: HTTP Error 429: Too Many Requests",
"received": 0,
"seconds": 0.2
},
{
"source": "Reddit hardware",
"status": "unavailable",
"reason": "HTTPError: HTTP Error 429: Too Many Requests",
"received": 0,
"seconds": 0.2
},
{
"source": "Reddit linux",
"status": "unavailable",
"reason": "HTTPError: HTTP Error 429: Too Many Requests",
"received": 0,
"seconds": 0.2
},
{
"source": "Reddit programming",
"status": "unavailable",
"reason": "HTTPError: HTTP Error 429: Too Many Requests",
"received": 0,
"seconds": 0.19
},
{
"source": "Solidot",
"url": "https://www.solidot.org/index.rss",
"status": "ok",
"received": 20,
"seconds": 1.43
},
{
"source": "TechCrunch",
"url": "https://techcrunch.com/feed/",
"status": "ok",
"received": 20,
"seconds": 0.07
},
{
"source": "The Verge",
"url": "https://www.theverge.com/rss/index.xml",
"status": "ok",
"received": 10,
"seconds": 0.34
},
{
"source": "WIRED",
"url": "https://www.wired.com/feed/rss",
"status": "ok",
"received": 50,
"seconds": 0.05
},
{
"source": "linux.do 每日热门",
"status": "unavailable",
"reason": "HTTPError: HTTP Error 403: Forbidden; HTTPError: HTTP Error 403: Forbidden",
"received": 0,
"note": "匿名公开端点不可用；未登录、未绕过验证。",
"seconds": 0.06
},
{
"source": "r/technology",
"url": "https://www.reddit.com/r/technology/top/.rss?t=day&limit=10",
"status": "ok",
"received": 10,
"seconds": 0.6
},
{
"source": "机器之心",
"status": "unavailable",
"reason": "ParseError: mismatched tag: line 17, column 14",
"received": 0,
"seconds": 0.44
},
{
"source": "知乎热榜",
"url": "https://api.zhihu.com/topstory/hot-lists/total?limit=50",
"status": "ok",
"received": 2,
"seconds": 0.55
}
]
}