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arXiv ·

Recursive Self-Improvement on a Budget: Scoring Code Edits Before They Run

arXiv:2610.29121v1 Announce Type: new Abstract: A coding agent that rewrites its own scaffold has to choose which proposed edit to expand before that edit has been evaluated, and the search then has to return one agent. Each run fits one linear readout on the parent's steering-split solve rate and eight coordinates of the proposed diff, from 96 scaffold edits labeled by four evaluations of a 16-instance fit split, and then freezes the coefficients. HumanEval+ reserves 48 instances as the steerin

arXiv ·

StochIKM: Automated High-Fidelity Reconstruction of Individual Patient Data from Published Kaplan-Meier Curves

arXiv:2610.29122v1 Announce Type: new Abstract: Individual patient data are the gold standard for secondary analysis of time-to-event evidence, but they are rarely released, and reconstruction from a published Kaplan-Meier figure could help. Existing methods all claim high fidelity, each judged by whichever agreements it happens to achieve, and each returns a single dataset although the map from figure to data is not bijective. We define fidelity explicitly: a dataset is admissible when it repro

V2EX ·

[程序员] PingCap TiDB 生产环境 10.6 TB 数据泄露

原文: https://fulcrumsec.vg/pingcap/ 摘要: 累计外泄数据:10.6 TB 文件数量:4,901,203 个 生产控制平面导出:连续 88 次(每 6 小时导出一次),全程未被检测/察觉 GCP 存储桶:约 50 个 BigQuery 数据仓库:单仓数据量达 5.338 亿行 租户组织:180,046 个 独立电子邮箱:403,262 个 客户明文 API 密钥:115,308 个(其中 42,612 个处于有效/活跃状态) 客户 SQL 语句:20,645,574 条 网关连接记录:102,003,766 次 客户服务器 IP:5,036,738 个 Jira 工单 (Issues):377,446 个 CRM 联系人:433,928 个 带租户标签的 AWS 成本数据:92 GB 私有源码仓库:413 个

V2EX ·

[分享创造] 原生游戏移植门槛降低.游戏大航海时代来了!

最近做了个小站,叫 PortGames 域名也简单粗暴,意思就是希望大家能玩到原生的高效的移植游戏,玩得开心 这个站主要用来收集整理社区里的游戏移植项目。可以按游戏和平台找项目,看看需要准备什么,再去原项目那里继续了解 起因是看到了 D2R Mobile 当时第一感觉就是:哇,终于要打破这面墙了嘛,大一统时代终于要来了,终于不用背着我厚重的 NS 出门了哈哈哈。深入了解后发现,它居然是个通用方案,靠 AI 打破了原本最费劲的那部分转译,一下子就井喷了 越看越上头,就做了这个小站 AI 真是个神兵利器,解决了很多以前不太好解决、或者需要花很大精力才能解决的问题。我现在 Codex 额度没用完,总归会觉得有点浪费。人才是 AI 整个工作流上最低效的一环呐哈哈哈 既然 AI 这么好用,相当于给了所有团长一艘船,可以出海找自己的 One Piece。大航海时代,去到哪里、能遇到什么样的伙伴、干成什么样的事情,比最后的宝藏还吸引人。就看大家的想象力和执行力了 看到如今井喷的这么多项目,我也观察了一下:其实更多大佬热衷于移植,而不是热衷于游戏本身。这真是一个很有意思的事情 这种整理项目的网站已经不

V2EX ·

[问与答] gemini pro 18 个月 咸鱼 5 块钱?

刚看到一个帖子,有个大哥回复 gemini pro 18 个月 咸鱼 5 块钱人民币,也有大哥评论用一段时间就不能用,我自己去搜了,发现最低要 20 ,由于无法保证使用时间,所以 5 块钱损失比较小。请教各位大哥,能否把你们低价购买的咸鱼卖家发出来一下?感谢感谢!

V2EX ·

[分享创造] Agent 拉的屎太多了,我 1T 都满了,开源一个 Agent-Shit-Cleaner

Agent 开发各种安装依赖,构建编译产物,大多数情况下都懒得管,但是耐不住越来越多 于是开源了一个小工具,名字很诚实:agent-shit-cleaner ( Agent💩清理工具) https://github.com/Viyozc/agent-shit-cleaner 做的事情很简单: - 扫描主要的工作区目录,统计每个项目/目录的磁盘占用 - 重点识别安装依赖、构建产物这类"垃圾大头" - CLI 交互式操作、严格避免误删除

V2EX ·

[问与答] 关于婚前婚后的两性关系,到底要怎么处理

[写着写着发现很乱,但是是想改了,乱也是真实的想法] [没在原贴发是因为大家很容易绕回楼主🐢的事情,没有跳出单件事情讨论] 今天看到两个 00 后结婚的帖子: https://v2ex.com/t/1250834?p=1#reply130 , 下面有人说 [有时候在想,能上 v2 的应该认知不能够太下沉吧,怎么一碰到男女关系这种事就跟脑子丢了一样?] 这是很常见的事情,看到太多太多了。这应该是另外一个课题吧?目前摸鱼学到的就只有多经历才能学会这些。但很多人其实没有这部分的经历。 我自己也处理不好这方面的事情,同时已经工作几年有点小存款,结婚年龄也到了,虽然现在变回孑然一身的状态,但摸鱼看多了这种帖子难免有些恐婚。 当然,最重要的是我开窍确实比较晚,错过了高中大学的颜值巅峰期。不开玩笑,当年跟过几个不同的女同学和学妹单独出去逛街,看电影,逛公园,但我不知道对方的意思,以为就是好朋友。。。好吧,我以前确实傻逼,不会这方面的事情也不去好好学习,纯浪费黄金阶段了。 目前摸鱼学到的就是: 现实是结婚肯定是两个人甚至两个家庭的事情,不可能把钱分的特别清,这或许需要摸索怎么处理。家务能用钱解决最好

V2EX ·

[程序员] NPM 挂了

Degraded Package Install and Publishing https://status.npmjs.org/#

V2EX ·

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智友社上新啦,Grok 新版订阅 Plus 、Premium 、Super 、Ultra 月卡直充服务上线啦(支持 Grok Bot 、Cursor ,质保订阅),欢迎您的试用反馈! Grok Plus 商品购买链接: https://wzyp.cn/item/km9xzi Grok Premium 商品购买链接: https://wzyp.cn/item/1hdpkg Grok Super 商品购买链接: https://wzyp.cn/item/uo7kmv Grok Ultra 商品购买链接: https://wzyp.cn/item/hhnjum 欢迎您加入: 我们的官方 QQ 开放交流 3 群:27078264 我们的官方 TG 开放交流群: https://t.me/+fzIWsUSbcq1kMDYx 我们的官方 店铺地址: https://pay.ldxp.cn/shop/282D9KDL

Hacker News ·

Personal Agent Protocol

Submitted by gmays. Hacker News recorded 4 points and 0 comments as of Oct 22, 2026 (UTC).

Hacker News ·

Show HN: HarnessHive – collaborative wiring harness design platform in browser

Hey HN! We built https://harnesshive.com , a browser based tool to help you design wiring harnesses together. HarnessHive has three key features 1) multiple engineers editing the same harness in real time 2) BOM and drawings that stay in sync automatically and 3) AI-native agent + MCP to assist designing. We hope HarnessHive can make harness design less painful than Excel and Visio for some of you :). Let me know if you have any questions/comments/feature requests!

Hacker News ·

The Kessler Syndrome (where blowups multiply exponentially) applied to software

Earlier this year, inspired by a spate of supply chain attacks (like Mini Shai-Hulud-style worms, which culminated in headlines like Microsoft's Azure tools themselves being compromised), I wrote on my blog about the Kessler Syndrome, applied to software. Ie: the rising likelihood that, because of how bad actors with agentic AI can do far more damage, more quickly with the secrets they exfiltrate from penetrated networks, we could get into a situation where essentially every network of medium or

TechCrunch ·

Tesla says it will start selling Cybercabs by end of year

There is at least one obstacle that could throw off Tesla's Cybercab fleet plans. The NHTSA announced last month that it had opened an investigation into the Cybercab, just hours after the vehicles began operating on public streets in Austin.

Hacker News ·

Did I just spent 6 months building a product that no one wants

For the past few months, I've been building a product "Linden". Its a low latency deterministic layer for ai agents. Linden helps businesses verify AI-generated outputs before they lead to real-world actions. It evaluates AI outputs against expected schemas, trusted data, and business rules to determine whether an action should be allowed, flagged, regenerated, blocked, or sent for human review. Linden helps businesses ensure their AI agents don't just produce convincing answers — they

Product Hunt ·

Sponkly

Live voice translation for chats, calls, meetings & YouTube

Hacker News ·

Show HN: Embodsi – Embodied Super Intelligence

embodsi is a generative AI MMO experience that runs in the browser. It allows people to communicate (text, audio, video, avatar emotes and movement) and collaboratively build 3D spaces and games via LLMs connected to harnesses and sandboxes for object modeling, space layout, game logic, and driving persistent avatars with shared context and memory. It’s different from existing 3D social apps (AFAIK) because it enables people to build multiplayer virtual worlds, games, and characters with generat