全部未入选
AIBase 中文 · 10-26 03:04 UTC
Reddit的r/opensource版块宣布禁止发布使用或包含AI的开源项目，引发开源社区关于AI代码与治理边界的分歧。
AI 判断：这是开发者社区治理争议，普通用户难以直接使用或亲自演示，按技术类评分。
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AI资讯 AI新闻资讯 正文 Reddit开源子版块颁布AI禁令，全面封杀人工智能相关项目 发布于AI新闻资讯 发布时间 : 2026年10月26号 11:04 阅读 : 1 分钟 Reddit社区的 r/opensource 子版块版主Wolvereness于2026年10月25日宣布实施一项重大规则调整，全面禁止在开源项目中引入人工智能及AI生成内容。 根据新规，任何使用、制造或旨在供人工智能使用的开源项目将不再被允许在该子版块发布，这意味着不接受包含AI贡献的代码或人工编写的模型上下文协议（MCP）。 这一决定迅速引发行业争议，批评者指出，由于Linux内核等主流开源项目早已开始引入如Claude Code等人工智能辅助编程工具，该禁令实际上将Linux等核心开源项目排除在外。 与此同时，由于消费级AI代码反编译技术的普及，大量利用AI进行代码逆向和复刻的项目涌现，促使部分开发者另起炉灶创建了支持AI的 r/TrueOpenSource 子版块。 此事件凸显了当前开源社区在面对人工智能深度渗透时，关于代码溯源、版权与社区理念的巨大分歧，或将进一步重塑未来开源生态的技术边界与治理规则。 相关推荐 巴掌大小却能跑千亿大模型：联想AI主机P7 预览版正式亮相，搭载国产双芯 10月25日，联想AI主机P7预览版亮相。该机主打本地化运行与高效能，重仅300克，巴掌大小，可7×24小时桌面不间断运行。硬件搭载国产双芯：一颗负责AI算力推理，一颗负责系统调度与任务执行，双芯协同释放整体算力。性能上最高可本地运行122B参数大模型，整体定位为紧凑型本地AI计算设备。 2026年10月26号 10:51 112.4k Claude桌面端迎来重大改版：AI全程参与设计，从草图到上线仅用不到 3 周 Anthropic旗下AI助手Claude桌面端应用推出全新界面，引入新UI布局与侧边栏功能。此次改版由Claude自身深度协助设计，从构思草图到正式上线耗时不到3周，展现了AI极速孵化产品的高效能力。 2026年10月26号 10:14 133.9k 韩国游戏巨头 KRAFTON 放出 Raon-1 mini，叫板 Meta 同档模型 韩国游戏企业 KRAFTON 旗下 AI 分支 KRAFTON AI 公布从零训练的 Raon-1 mini 预览版，正式版及更大后续型号在研。该模型采用混合专家架构，引入线性注意力并支持推测解码，体量标注为 30B-A4B，总参数约 300 亿，凸显游戏公司跨界基础模型的野心。 2026年10月26号 10:09 126.4k Block 发布全新语音模型 Dessa:打破文字中转桎梏，实现逼真全双工交互 2026年10月24日，杰克·多西旗下Block发布全新语音模型Dessa。它完全基于人类语音数据训练，支持本地部署，发音异常逼真，能模拟笑声、停顿、哭泣等情感；作为全双工语音转语音模型，可同时聆听与对话，知识库直接来自对话数据，无需依赖大型语言模型检索，区别于以文本为生成输入的传统语音模型。 2026年10月26号 9:48 124.6k Kimi 就 K3.1 Pro 限流致歉：全体订阅会员补 25% 额度 Kimi智能助手10月26日凌晨发公开信，就近期会员使用K3.1 Pro的糟糕体验致歉。问题主要是模型限流，高峰期响应卡顿、任务推进受阻；以及用户额度在无必要情况下悄然流失，没怎么用就耗尽。官方承认错在自身，且本应更早堵上漏洞，并公布补救方案：今日内对所有档位订阅会员统一处理。 2026年10月26号 9:32 87.1k 智启未来，您的人工智能解决方案智库 简体中文 © 2026 AIBase 备案号：闽ICP备08105208号-24
巴掌大小却能跑千亿大模型：联想AI主机P7 预览版正式亮相，搭载国产双芯
AIBase 中文 · 10-26 02:51 UTC
联想发布300克重的AI主机P7预览版，称可本地运行122B参数大模型、支持256K上下文，并搭载国产双芯与天禧AI。
AI 判断：产品概念有新意且切中本地隐私与云端成本话题，但目前仅是预览，价格、上市地区和实测效果均缺失，需谨慎表述。
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AI资讯 AI新闻资讯 正文 巴掌大小却能跑千亿大模型：联想AI主机P7 预览版正式亮相，搭载国产双芯 发布于AI新闻资讯 发布时间 : 2026年10月26号 10:51 阅读 : 1 分钟 10月25日，联想AI主机P7预览版正式对外亮相。这款设备主打本地化运行与高效能，整机重量仅有300克，凭借巴掌大小的紧凑机身，可实现7×24小时不间断在桌面运行。 在硬件配置上，该主机搭载了国产双芯，两颗芯片分工明确:一颗专门负责AI算力推理，另一颗承担系统调度与任务执行，双芯协同配合 最大 化释放整体算力。在性能表现上，它 最高 可本地运行122B参数的大模型，支持256K超长上下文，在断网状态下的推理速度可达每秒50Tokens。同时，整机满载功耗不到30W，运行噪音低于35dBA，即使长时间放在办公桌旁也不会对日常工作造成干扰。 在软件生态与功能设计方面，设备内置了丰富的本地模型库，涵盖通用大模型、图像生成、文档识别以及语音转写等多种类型，无需每次都依赖云端接口。此外，新机内置了联想天禧AI，实现开箱即用，并支持用户自行配置Agent。在Auto模式下，天禧AI能够在确保任务效果的前提下，根据任务复杂度在本地与云端模型之间智能选择更合适、更经济的方案，兼顾处理效果与使用成本。 针对当前用户在云端AI调用中面临的费用高昂、数据隐私泄露以及网络不稳定导致任务中断等痛点，本地AI主机将数据全部留在本地处理，有效保障了信息安全。目前，联想AI主机P7在正式发售前启动了“先享计划”，首批邀请用户在真实的编程与办公场景中试用并反馈，通过深度参与产品共创将体验优化到 最佳 状态。 相关推荐 Reddit开源子版块颁布AI禁令，全面封杀人工智能相关项目 Reddit社区r/opensource版主Wolvereness于2026年10月25日宣布，全面禁止在开源项目中引入AI及AI生成内容。新规禁止使用、制造或供AI使用的开源项目在该版发布，也不接受含AI贡献的代码或人工编写的MCP。此举引发行业争议，批评者指出Linux内核等主流开源项目早已使用AI，禁令与现实脱节。 2026年10月26号 11:04 104.9k Claude桌面端迎来重大改版：AI全程参与设计，从草图到上线仅用不到 3 周 Anthropic旗下AI助手Claude桌面端应用推出全新界面，引入新UI布局与侧边栏功能。此次改版由Claude自身深度协助设计，从构思草图到正式上线耗时不到3周，展现了AI极速孵化产品的高效能力。 2026年10月26号 10:14 133.9k 韩国游戏巨头 KRAFTON 放出 Raon-1 mini，叫板 Meta 同档模型 韩国游戏企业 KRAFTON 旗下 AI 分支 KRAFTON AI 公布从零训练的 Raon-1 mini 预览版，正式版及更大后续型号在研。该模型采用混合专家架构，引入线性注意力并支持推测解码，体量标注为 30B-A4B，总参数约 300 亿，凸显游戏公司跨界基础模型的野心。 2026年10月26号 10:09 126.4k Block 发布全新语音模型 Dessa:打破文字中转桎梏，实现逼真全双工交互 2026年10月24日，杰克·多西旗下Block发布全新语音模型Dessa。它完全基于人类语音数据训练，支持本地部署，发音异常逼真，能模拟笑声、停顿、哭泣等情感；作为全双工语音转语音模型，可同时聆听与对话，知识库直接来自对话数据，无需依赖大型语言模型检索，区别于以文本为生成输入的传统语音模型。 2026年10月26号 9:48 124.6k Kimi 就 K3.1 Pro 限流致歉：全体订阅会员补 25% 额度 Kimi智能助手10月26日凌晨发公开信，就近期会员使用K3.1 Pro的糟糕体验致歉。问题主要是模型限流，高峰期响应卡顿、任务推进受阻；以及用户额度在无必要情况下悄然流失，没怎么用就耗尽。官方承认错在自身，且本应更早堵上漏洞，并公布补救方案：今日内对所有档位订阅会员统一处理。 2026年10月26号 9:32 87.1k 智启未来，您的人工智能解决方案智库 简体中文 © 2026 AIBase 备案号：闽ICP备08105208号-24
Claude桌面端迎来重大改版：AI全程参与设计，从草图到上线仅用不到 3 周
AIBase 中文 · 10-26 02:14 UTC
Anthropic推出Claude桌面端全新界面，官方称由Claude深度参与设计、从草图到上线不到3周，但部分用户反馈信息密度偏低、标志性衬线字体与暖色调被取消、整体风格变得冷峻。
AI 判断：这是可核实的AI产品改版新闻，能做界面前后对比并引出人机协同设计的讨论，但缺少普通人可直接上手的实用价值。
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AI资讯 AI新闻资讯 正文 Claude桌面端迎来重大改版：AI全程参与设计，从草图到上线仅用不到 3 周 发布于AI新闻资讯 发布时间 : 2026年10月26号 10:14 阅读 : 1 分钟 近日，Anthropic设计工程师蔡斯·麦科伊对外宣布，旗下AI助手Claude的桌面端应用正式推出全新界面。此次改版不仅引入了全新的UI布局与侧边栏功能，其背后由AI深度参与并极速孵化的开发过程更是引发了广泛关注。 据了解，这一全新界面的诞生过程相当高效，由Claude自身深度协助设计，从最初的构思草图到最终正式上线，整个周期耗时不到3周。这一成果生动展现了大模型在产品设计与工程落地方面的高效能。 不过，新界面上线后也在用户群体中引发了不同的反响。部分用户在体验后指出，新版界面的信息密度相对较低，同时摒弃了以往标志性的衬线字体和暖色调背景，整体视觉风格显得更加沉闷和冷峻，甚至在感观上与同类产品较为相似，这也对项目面板的可读性造成了一定影响。尽管如此，作为一次人机协同开发软件界面的创新尝试，此次更新仍为未来AI在产品设计领域的应用提供了一个颇具讨论价值的现实案例。 相关推荐 Reddit开源子版块颁布AI禁令，全面封杀人工智能相关项目 Reddit社区r/opensource版主Wolvereness于2026年10月25日宣布，全面禁止在开源项目中引入AI及AI生成内容。新规禁止使用、制造或供AI使用的开源项目在该版发布，也不接受含AI贡献的代码或人工编写的MCP。此举引发行业争议，批评者指出Linux内核等主流开源项目早已使用AI，禁令与现实脱节。 2026年10月26号 11:04 104.9k 巴掌大小却能跑千亿大模型：联想AI主机P7 预览版正式亮相，搭载国产双芯 10月25日，联想AI主机P7预览版亮相。该机主打本地化运行与高效能，重仅300克，巴掌大小，可7×24小时桌面不间断运行。硬件搭载国产双芯：一颗负责AI算力推理，一颗负责系统调度与任务执行，双芯协同释放整体算力。性能上最高可本地运行122B参数大模型，整体定位为紧凑型本地AI计算设备。 2026年10月26号 10:51 112.4k 韩国游戏巨头 KRAFTON 放出 Raon-1 mini，叫板 Meta 同档模型 韩国游戏企业 KRAFTON 旗下 AI 分支 KRAFTON AI 公布从零训练的 Raon-1 mini 预览版，正式版及更大后续型号在研。该模型采用混合专家架构，引入线性注意力并支持推测解码，体量标注为 30B-A4B，总参数约 300 亿，凸显游戏公司跨界基础模型的野心。 2026年10月26号 10:09 126.4k Block 发布全新语音模型 Dessa:打破文字中转桎梏，实现逼真全双工交互 2026年10月24日，杰克·多西旗下Block发布全新语音模型Dessa。它完全基于人类语音数据训练，支持本地部署，发音异常逼真，能模拟笑声、停顿、哭泣等情感；作为全双工语音转语音模型，可同时聆听与对话，知识库直接来自对话数据，无需依赖大型语言模型检索，区别于以文本为生成输入的传统语音模型。 2026年10月26号 9:48 124.6k Kimi 就 K3.1 Pro 限流致歉：全体订阅会员补 25% 额度 Kimi智能助手10月26日凌晨发公开信，就近期会员使用K3.1 Pro的糟糕体验致歉。问题主要是模型限流，高峰期响应卡顿、任务推进受阻；以及用户额度在无必要情况下悄然流失，没怎么用就耗尽。官方承认错在自身，且本应更早堵上漏洞，并公布补救方案：今日内对所有档位订阅会员统一处理。 2026年10月26号 9:32 87.1k 智启未来，您的人工智能解决方案智库 简体中文 © 2026 AIBase 备案号：闽ICP备08105208号-24
爱范儿 · 10-26 00:16 UTC
这则早报汇总了iPhone Duo破发、企业微信回应色情引流信息，以及触屏MacBook Pro据曝周四登场等消息。
AI 判断：标题初筛（未依据正文）：标题显示这是多条消费科技新闻的汇总，未体现可亲自演示或普通人可直接使用的AI新功能。
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· OpenAI 给 AI 建「离线世界」，隔离模型仍用 CPU 缓存传话
· Reddit 开源社区禁止 AI 项目，连 AI 翻译发帖也被排除
#欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。
少数派 · 10-25 23:36 UTC
据标题，少数派早报提到 iFixit 拆解 iPhone Duo，认为其可维修性值得肯定，但内屏存在隐患。
AI 判断：标题初筛（未依据正文）：这是手机拆解与可维修性新闻，与 AI 无直接关系，且仅有标题信息，缺少可演示教程或普通人可用的 AI 价值，故评分偏低。
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派早报：iFixit 拆解 iPhone Duo，肯定可维修性但指出内屏隐患
Spotify 将要求家庭组成员定期扫码验证
Arc 浏览器宣布下线
央广总台澄清「国补停止」说法
谷歌建设虚拟电厂，付费激励电网用户省电留给 AI
iTunes Store 重受歌手青睐
看看就行的简讯
少数派的近期动态
你可能错过的好文章
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OpenAI and Anthropic cut their LLM prices by up to 80% within a few months. Why?
minimaxir · 10-25 21:11 UTC
文章分析了 OpenAI 与 Anthropic 在数月内大幅降低大语言模型价格背后的原因。
AI 判断：这是有事实基础的价格趋势解读，但对普通人的直接实用性有限，也缺少可演示的操作。
展开原始摘录
--- Top Comments ---
[buckleyourshoe]: Competition drives prices down. We tried Kimi and GLM models after hitting 'cybersecurity' blocks on OpenAI and Anthropic. We found them to be much cheaper to access and helped us complete our work without 'cybersecurity' refusals blocking us.
[redrix]: This is why Anthropic and OpenAI are pushing for more “regulation”. You can’t show ROI to investors by cutting inference costs. Regulation might inconvenience them a little, but the upside is huge if it means open models out of China get banned.
[332451b]: DeepSeek claims $38 of revenue per GPU, per hour for Flash V4. That is $332,880 per GPU, per year. This matches their DeepInfer numbers: 25,600 output tokens/s per GPU sold at $0.60 per million -> $55 minus some other overhead to arrive at $38. For the bigger Anthropic and OpenAI models (and associated higher prices) there are many unknown factors. But presumably they also work hard on optimizations, and it's not so crazy to think they had or still have a lot of wiggle room to ad...
[chakintosh]: It’s a race to the bottom to see who blinks first and goes bankrupt. It’s not sustainable.
[skhameneh]: Well they did pull back on ZDR a few times and at least Anthropic has made their arguments (that I disagree with) that model outputs, no matter how much user context was fed, do not fall under their definition of "user data". Are these prices subsidized by user generated outputs?
Can I even trust any answer to not be carefully worded and rephrase the response to "user data"?
Even so, what's to prevent some "oops" event that seems to be all too common?
...
What goes into making an animated film?
embedding-shape · 10-25 20:27 UTC
迪士尼动画工作室介绍动画电影从创意到成片的制作流程。
AI 判断：该内容与 AI 无关且不是新事件，不适合作为面向普通人的 AI 选题。
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--- Top Comments ---
[proc0]: How much of this is AI automating? That drawing of the car design, the storyboarding... isn't generative AI aiming to do away with most of it? I've been seeing some of the lengthier AI films on X (i.e. the one about badgers vs. rats that looks like Lord of the Rings), and there is certainly a lot of work put into them. However the type of work that goes into them is substantially different than what is shown in this article about Zootopia. There are a lot less decisions made by huma...
[nickjj]: I remember seeing a Pixar documentary a really long time ago where someone talked about attention to detail. The designers would fully texture out the inside of a dresser draw that will never be shown in the film. The idea was imagine how much attention to detail and time is spent on the things that will be seen. Pure craftsmanship.
[Animats]: Now go watch "Kono Express". Disney laid off an animator from the Star Wars factory, and he's cranking out stuff about as good as Disney Animation all by himself. With Unreal Engine and AI tools, of course. It's been a long time since there was an ink and paint department.
[zuInnp]: Hm that’s interesting, I would have thought that Pixar and Disney Animation use the same render software, but no.
[gnabgib]: Popular in: 2022 (276 points, 167 comments) https://news.ycombinator.com/item?id=30241966 2024 (118 points, 22 comments) https://news.ycombinator.com/item?id=41204228
jruohonen · 10-25 19:11 UTC
Why I Am a Programmer
AI 判断：前置规则过滤：HN 标题及已抓取内容未命中 AI 主题
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--- Top Comments ---
[chr15m]: Conan the Barbarian and Below the Root on our Apple IIe. Tiny worlds behind the glowing Orange CRT. How do I make something like this? My mum (lol) helped me figure out how to get keyboard input in BASIC. I made a little game where an O character chases your X character around the screen. Core game loop. Browsing pirate CGA games at the warung in Pondok Indah, well outside the jurisdiction of US law. Glorious rack upon rack of tiny worlds to explore. Death Track and Prince of Persia. More BAS...
[christophilus]: For me, it was the creative, puzzle-solving, game-like nature of it. Then I got my first job, and I had 100% autonomy, so a friend of mine and I got to solve real problems for real people in the real world. It was a rush. Making people’s lives better through software is still the biggest motivation for me.
[Krei-se]: I started programming on my schools CASIO Graphics Calculator. It was slow but allowed some text based games we then shared. No internet so did it all from trial and error. Then ... i wanted a 3D Cube rotating. At 15/16 this was a bit too much i guess i had no idea about rotation matrices back then and deemed myself a bit dense. Never got around doing 3D stuff at work, only databases all the time. I dabbled some with ThreeJS but i guess i was still haunted. BUT THEN. Geometric algebra! S...
[gnabgib]: (2015) Even links to the HN discussion at the time (89 points, 59 comments) https://news.ycombinator.com/item?id=8837545
[1n3nt0r]: I took a course at a college in '79 using fortran on a mainframe (though I was just in middle school at the time). I can't say I understood all of the incantations required (IBM had JCL), but realized it was "magical" and wanted to be part of this tribe. I saved up to buy a VIC-20 (a 4K computer) and later a C64, writing games for both. Those were magical days I will look back to fondly. That sparkle has not left, though I sometimes miss the purity of near-bare-metal sy...
jumploops · 10-25 18:23 UTC
Dolly Parton's Imagination Library
AI 判断：前置规则过滤：HN 标题及已抓取内容未命中 AI 主题
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With today's news, I thought I'd share this great program:
“When I was growing up in the hills of East Tennessee, I knew my dreams would come true. I know there are children in your community with their own dreams. They dream of becoming a doctor or an inventor or a minister. Who knows, maybe there is a little girl whose dream is to be a writer and singer.
The seeds of these dreams are often found in books and the seeds you help plant in your community can grow across the world.”
--- Top Comments ---
[arjie]: My daughter receives books through this program and I was curious how it was sustained at a $2.5/book wholesale cost. Interestingly, the coordinating body that selects books, facilitates distribution, and negotiates wholesale pricing is the Dolly Parton Imagination Library, but per-book funding is actually entirely through local charities and so on. This means that where charities are unable to act as partners, children will not receive books, but it also means that the program can opera...
[brokenmouse]: I don't need Imagination Library. We are very well off for now, however, someone signed us up for it and I was pissed cause we can buy all this and not take away from someone who needs it. Then we received our first book. My 3 year old loves going to the mail with me and if there's a book, it makes him so happy he opens it and sits in his chair and just looks at it and asks for it to be read to him. He doesn't know about bank accounts or anything, all he cares about is books, h...
[peterleiser]: In Tennessee hospitals a nurse, staff member, or authorized volunteer will swing by your room in the mother-baby unit and sign you up. Then you start receiving free books by mail each month until age 5. An amazing program by an amazing person!
[sarchertech]: My 5 year old just got his last imagination library book. It showed up right after Dolly passed away. There was a letter from Dolly to him that ended “I will always love you”. Made my wife tear up.
[dead_hn_theory]: We should be more ambitious with the people we build.
tdeck · 10-25 18:04 UTC
Oregon Police Are Charging a Local News Outlet $2.5M for Records About One Cop
AI 判断：前置规则过滤：HN 标题及已抓取内容未命中 AI 主题
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--- Top Comments ---
[rahimnathwani]: Some agencies have a different tactic: go really slowly. I sent a public records request to my local school district on March 9th 2026. They responded on 19th March 2026 saying they'd respond on in late April. Since then, every month they've sent an email with some small portion of the records, with a PDF letter saying they'll send a follow up a month later. I've received 8 of those responses so far, and there's no indication when, if ever, I will have received all th...
[cactacea]: > the Eugene Police Department claimed searching for records and processing the request would take at least 44,816 hours of staff time and cost approximately $2,484,599.04. 44k hours is ~21 years. Beyond absurd
[black_puppydog]: Worth pointing out that Germany is having an ongoing battle over our FOIA equivalent, in which a host of people who were bitten badly by it (most notably Jens Spahn) are proposing to allow exactly this kind of prohibitive fee, as well as reducing access to natural persons (so the individual reporter, not the newspaper) and only to people who have a reasonable interest, etc. Sure, the current form of the law has some issues on the receiving end, but boy is this an obvious move to cover their o...
[ghusto]: Freedom of Information Act in the UK means I make a request, and I get the information I asked for within 30 days. No excuses, no nonsense "fees". Just what in the hell is happening in the USA?
[dabinat]: This is comparatively a bargain compared to what the DoD wanted to charge: > In 2015, the Department of Defense told a Freedom of Information Act requester, who was asking for records on tools used to preserve data on seized devices, that fulfilling their request would take 15 million hours and cost $660 million. (15 million hours = over 1700 years)
I refuse to accept a censored Internet. Join Me at FOSDEM 27
Tomte · 10-25 17:30 UTC
作者号召人们参加 FOSDEM 27，共同讨论拒绝互联网审查。
AI 判断：该内容与 AI 无关，属于活动号召和观点表达，对普通人的 AI 实用价值很低。
展开原始摘录
--- Top Comments ---
[saidnooneever]: Is there an uncensored intetnet, because i dont think there is. if there is any, it can be turned off because its being routed on the censored net wrapped in encryption. that being said, that makes me pretty interested in this talk. outside of hacking sattelites and such things and/or infra i really dont see any opportunities to break free of the will of corporations as they can simply pay infra providers to do their bidding. I dont think software can solve all problems because internet ...
[haunter]: Most people prefer censored internet as long as it aligns with their political leaning. Maybe that wasn't the case 15 years ago but it's pretty much true nowadays. I myself consider this as a fact.
[rustyconover]: FOSDEM is a great conference! If you ever get the chance to go, please go! Especially if you're an American I recommend it. It is so different than any other conference I've ever been to in the US. It doesn't have a lot of sales pitches, the technical content is top notch, and overall it is really fun and interesting to see what everybody is talking about and working on.
[lexwhite]: We absolutely should not accept the way the internet has been going in modern times. I personally support initiatives like Reticulum/NomadNet, I2P, the Gemini protocol, etc, and think that we need more large-scale adoption of these types of networks as well as FOSS-based software just to maintain our freedom and keep some semblance of the old internet that I grew up loving in the 90s and 00s. The modern commercialized internet with its increasingly authoritarian government monitoring a...
[Dwedit]: "Censorship" vs "Content moderation". You can't have online discussions without moderation, and that makes moderation some form of censorship. Thus you can't have online discussions without some form of censorship. Only difference is who is doing the censoring.
A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis
sungam · 10-25 17:15 UTC
一篇研究称，十年前的老式CNN在皮肤癌诊断任务上表现优于当前前沿大语言模型。
AI 判断：这是医学影像基准对比，普通用户无法直接使用，实用性和受众相关性有限。
展开原始摘录
--- Top Comments ---
[snitty]: This is an example of why I'm a little stumped about why people are excited about Jev-style decision models. For any application at scale it'd be way more accurate to have a dedicated classifier using the right architecture (neural net, bayesian, etc.) LLMs drive the cost of making those models down to near zero. Just use the LLM to make a thing that's actually good at what you need it to do.
[tasuki]: > I compared to a 10-year old CNN and to my surprise found that this was superior. I'm surprised he's surprised. > A small, old, specialised network using an outdated architecture recognises skin lesions far better than two frontier LLMs. Yes of course. A 30m params Katago network with one playout is superhuman in playing go, while frontier LLMs have over 10,000 times more parameters and aren't any good at playing go. They're good at other things (such as helping you...
[Legend2440]: > I used Inception v3 pretrained on everyday photographs and then fine-tuned all layers on 68,011 dermoscopic and clinical images from the ISIC Archive on a single H100 GPU. >These 200 test lesions, and every other photograph of the same lesion or patient, were removed from its data (including the validation set) before training, so it had never seen them, and they were not used to choose the model or set its threshold. This is just benchmaxxing. A benchmaxxed model will always beat an ...
[MitPitt]: And a calculator outperforms LLMs at multiplication and division...
[jonex]: As people have mentioned, it isn't that surprising that a specially trained model beats a general purpose model. However, I think it kinda misses the potential of llms for diagnosis. What happens if we also include journal notes? What if we let the model generate questions to ask the patient and include those? What if the images aren't perfect examples and happen to contain out of distribution content like a tattoo?
Active incident at Dreamhost forcing password reset
greenchair · 10-25 13:09 UTC
Dreamhost 状态页显示正在发生故障事件，并要求用户重置密码。
AI 判断：这是主机服务的安全故障通知，与 AI 无关，普通用户难以据此制作有用内容。
展开原始摘录
--- Top Comments ---
[duskwuff]: Reading the tea leaves: given that the outage started with "connectivity issues affecting the File Manager", which was an install of Monsta FTP [1] - a commercial PHP application - I suspect the file manager got popped by one of the recently published PHP vulnerabilities, and users' FTP credentials may have been exfiltrated. [1]: https://www.monstaftp.com/
[lexwhite]: This has been a real annoyance for me lately since I run a lot of my music production business out of my website lexwhite.net hosted on Dreamhost and Dreamhost VPS. I love and trust Dreamhost a lot, though, as they have been an exceptionally solid company that I have worked with for, dang, nearly 20 years now I think! All of this new AI stuff has been exposing vulnerabilites at a rate that is hard to keep up with for anyone. We just have to really harden our cybersecurity as much as possib...
[paulbjensen]: Dreamhost - gosh that brings back memories…
[hmokiguess]: I migrated all my stuff from dreamhost about 5 years ago, got this email today and felt validated from having made that decision.
[xmddmx]: Super displeased with DreamHost's handling of this. I have multiple master accounts. One of them got the email around 12pm today (over 48 hours after the incident started) saying... "As a precaution, we have expired the passwords for some email and FTP/SFTP users on your DreamHost account. Their old passwords no longer work, and no new password has been set." But none of those email passwords were actually expired - all were working. This is confusing - did they only ex...
SAP's Philipp Herzig on AI built for business data
The Rundown AI · 10-25 10:00 UTC
SAP 的 Philipp Herzig 在访谈中谈论面向企业业务数据构建的 AI。
AI 判断：标题初筛（未依据正文）：仅据标题看，这是企业软件高管访谈，缺少普通人可亲自演示或直接使用的功能，实用性和画面感较弱。
展开原始摘录
What the "SaaS is dead" debate misses, according to SAP's CTO
Thibault Sottiaux: It is all propagated. Enjoy some mad codexing tomorrow. Fun week ahead too. https://t.co/qOrz...
Thibault Sottiaux · 10-25 06:06 UTC
这条推文只预告“明天可以尽情 codexing”，并称接下来一周会很精彩，没有说明具体是什么功能或消息。
AI 判断：标题初筛（未依据正文）：标题只有一句含糊的预告，没说明功能、开放范围或可演示内容，普通观众无法核实也无法使用，因此只能按仅依据标题的低分选题处理。
展开原始摘录
It is all propagated. Enjoy some mad codexing tomorrow. Fun week ahead too. https://t.co/qOrzwSeIZZ https://t.co/xKaK95EAly
Zara Zhang: It is so much easier to give advice to other people than to apply the same advice to yourself
Zara Zhang · 10-25 05:20 UTC
Zara Zhang 表示，给别人提建议远比把同样的建议应用到自己身上容易。
AI 判断：标题初筛（未依据正文）：标题只是一句个人感悟，未涉及可核实的 AI 新功能或普通人可用信息，选题相关性低。
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It is so much easier to give advice to other people than to apply the same advice to yourself
Thibault Sottiaux: By midnight PST
Thibault Sottiaux · 10-25 03:40 UTC
该帖仅称某事将在太平洋标准时间午夜前发生，未说明具体内容。
AI 判断：标题初筛（未依据正文）：标题是缺乏上下文的悬念式预告，无法确认事件、产品或用处，暂不宜作为普通人的选题。
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By midnight PST
Thibault Sottiaux: Day 20/ Rest and reset
Thibault Sottiaux · 10-25 03:39 UTC
这是一条仅含标题的个人动态，内容似乎是某位人士在第20天休息与调整状态，未涉及具体 AI 功能或产品信息。
AI 判断：标题初筛（未依据正文）：仅凭标题判断，这是一条个人休息感悟式动态，没有可演示的 AI 功能、可核实的新能力或普通人可用的信息，实用性与时效性都很弱。
展开原始摘录
Day 20/ Rest and reset
