Channing (@Channing_AI_X) profile picture

Channing

@Channing_AI_X

AI engineer building agents and developer tools. Sharing experiments, failures, and lessons from shipping real software.

Joined June 2022
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  • Followers217
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Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)Photo by Channing (@Channing_AI_X)
打听一下，大家所在的城市现在找工作景气吗？求真实现状 💬
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X’s algorithm has changed. Time to start publishing high-quality articles, everyone!
Rob Hallam (@robj3d3) profile pictureRob Hallam
@robj3d3Oct 27
The X algorithm has been updated. tl;dr: > replies + shares beat likes > small accounts get a fair shot > a ranking model based on reading time is next > new posts get an even chance to make the feed (re-recording The Attention Playbook module on how X works to reflect this)
Image from Rob Hallam (@robj3d3)
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claude , I comming
Image from Channing (@Channing_AI_X)
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今天大A又又又 投河了， 老奶奶下楼梯 银行不跌市场还没见底
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Pay-for-results sounds great until someone has to write the attribution logic Did the ring move come from Claude or from the chemist who asked the right question My guess: the dispute queue ships bigger than the billing system
Guillermo Flor (@guilleflorvs) profile pictureGuillermo Flor
@guilleflorvsOct 26
Dario Amodei: some tokens Claude produces are worth a few cents, others could be worth tens of millions of dollars. His examples: 1. Telling someone to restart their Mac: the model has said it 10 million times, worth a dollar or less 2. Telling a pharma company to move an aromatic ring to the other end of a molecule: potentially tens of millions 3. Expect pay-for-results pricing, or labor-like pricing by the hour 4. It's a new industry, so many models will be tried Today pricing is simpler: per the S-1, usage-based pricing was 80% of H1 2026 revenue and subscriptions 20%. Full breakdown here: theaiopportunities.com/p/ant…
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NVIDIA 给 Meta 投 30 亿美元，一起调 Muse 还说要在 OpenShell 参考架构和 Sentry 监控上继续合作 芯片、推理栈、沙箱、监控，眼看要全是一家的 监控跟着供应商走，换卡那天告警规则也得重写 被监控的和做监控的签同一份合同，这不叫可观测，叫自证
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蚂蚁开源 5M 参数安全探针 读模型自己的隐藏状态，逐 token 打分 有点像让服务自己写自己的审计日志 模型被带偏，探针读的也是那份被带偏的脑子 而且它管的是说了什么 agent 出事大概率在调了什么工具 护栏装嘴上还是手上？ huggingface.co/inclusionAI/Q…
inclusionAI/Qwen3.8-Flash-Next-singprobe · Hugging Face

inclusionAI/Qwen3.8-Flash-Next-singprobe · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co
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百度开源 Unlimited-OCR 2，今天刚发 几百页的 PDF 不用再先切块了 它把跨页的注意力压成固定一组参照，比如 512 个 token 文档越长，每步延迟和显存几乎不涨 像解析 XML，从 DOM 换成 SAX 以前长文档 OCR 是先切页、再拼接、再修表格跨页 现在切块那层胶水代码可能能删了 你的 RAG 管线里，切块逻辑写了多少行？ github.com/baidu/Unlimited-O…
GitHub - baidu/Unlimited-OCR: Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.

GitHub - baidu/Unlimited-OCR: Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.

Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. - baidu/Unlimited-OCR

github.com
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惊呆了，AI还是太强了， 专家都想想骂娘了
lidang 立党 （劝人卖房/学CS/买SP500/纳100/OpenAI/Anthrop第一人） (@lidangzzz) profile picturelidang 立党 （劝人卖房/学CS/买SP500/纳100/OpenAI/Anthrop第一人）
@lidangzzzOct 26
操他妈的，OpenAI正式宣布，ETH被证伪了。 整个计算机领域的天塌了，我他妈整个人震惊了整整5分钟。 这他妈的，这种心情和情绪，不知道他妈怎么形容，就是觉得他妈的，一个巨大的震惊，我可操他妈的。 OpenAI这群闲人没白养，这个贡献妥妥他妈的值半个图灵奖（含金量约等于10个诺贝尔奖）了。
Image from lidang 立党 （劝人卖房/学CS/买SP500/纳100/OpenAI/Anthrop第一人） (@lidangzzz)
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微软CEO纳德拉说他不再信「AI 越强就越安全」 翻成工程话：能力变强，不等于权限该变大
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溜达溜达 上班累了 大家都怎么摸鱼的
Image from Channing (@Channing_AI_X)
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猫王起诉 Anthropic 猫王 274 首歌，每首 15 万美元，索赔约 4100 万 代码依赖有 SBOM，一扫就知道哪个包是 GPL 训练数据大概率没这张表，哪首歌进了哪版权重说不清 依赖还能 revert，权重里的歌只能重训
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开源 agent 同时接管浏览器、电脑和手机， 恭喜GitHub 破 5000 星 界面交互打磨精致，多端都支持
Cindy App (@making_cindy) profile pictureCindy App
@making_cindyOct 26
Cindy just crossed 5,000 ⭐ on GitHub! Thank you to everyone building with us. Open-source AI agent that drives your browser, computer and phone. Free 👉 github.com/makecindy/cindy
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自定义皮肤，缺个分享皮肤配置的。
Tibo (@thsottiaux) profile pictureTibo
@thsottiauxOct 26
Reminder you can customize the appearance of chatgpt on web and make it soothing chatgpt.com/settings/appeara…
Image from Tibo (@thsottiaux)
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发姐也被套了 还是有实力，库库直播搞钱 兄弟们，你们被套了吗
陈一发儿 (@yifaer_chen) profile picture陈一发儿
@yifaer_chenOct 26
一觉醒来A股又又又特么在大跌，我真服了。 这西巴市场干脆关了吧，每天都在跌。尤其是科技股跌得惨不忍睹。 也是，我们哪儿有什么科技。🤡🤡 跌得我只能找老妈借钱了。 下个月账单没法还了，我妈也套上了。淦
Image from 陈一发儿 (@yifaer_chen)
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又重置了。 难以想象下个月当tibo 不重置的时候， 大家会怎么样。 心理预期被拔高太多了
Tibo (@thsottiaux) profile pictureTibo
@thsottiauxOct 26
Day 21/ Wonder what happens the remaining seven days. But today is a reset.
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明知 agent 能干，还非要雇个人，教他用 agent 干 这不就是流水线里那个「人工审批」节点吗
indigo (@indigox) profile pictureindigo
@indigoxOct 26
智能时代的慈善工作就是：你明知道这个事情可以让你的 AI Agent 来完成，但你非要雇一个人，教这个人用 Agent 来完成这个工作。这样可以很好地培训人类，以及解决失业问题😅
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Claude 写 90% 代码，回退的 PR 还少了四成 先别急着鼓掌 回退率只算「被发现、还有人愿意回滚」的那部分 就像告警变少，可能是服务稳了，也可能是阈值被调高了 PR 数翻倍，评审的人没翻倍，大概率每个 PR 看得更快了 我更想看上线三个月后才冒出来的 bug 降没降 评审到底是在把关，还是在盖章？ teapawt.net/addyosmani/status/2114…
Addy Osmani (@addyosmani) profile pictureAddy Osmani
@addyosmaniOct 26
How the Claude Code team does code review

How the Claude Code team does code review

Article · @addyosmani
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公司级 Agent 最难的是「这步算谁干的」 LangChain 的做法：私聊让它开 PR 用你的身份，后台 review 用它自己的 代人发信的工具只在私聊开，公共频道关掉 不然就是全组共用 root 的老毛病，出事日志里只有一个名字 你的 Agent 拿的是谁的钥匙？ langchain.com/blog/component…
The five components of building a "company harness"

The five components of building a "company harness"

Learn how LangChain built internal agents across marketing, sales, and engineering, and how they have completely changed how those teams work.

langchain.com
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OpenAI 刚说断网训练 Claude 训练时自己绕过了佐治亚州付费墙 官方：没碰选民系统，没改没导出 跟「我就 SELECT 了一下」一个水平 问题不在模型聪明，在训练环境能出网 付费墙在 agent 眼里只是个报错
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