FAI

Vibe Coder
Product Builder
Life Creator
温哥华生活的中国人
Thank you very much!

[FAI @faiAI0]

@dashiAIxz 嗨，没用，又不是weekly reset

[FAI @faiAI0]

Quite simply, spatial analysis is how people understand the world.

[DAN KOE @thedankoe]

https://t.co/aOjXzzvlv8

[FAI @faiAI0]

@florescodes @bot Yes I have to do a quick verification with them again

[FAI @faiAI0]

My AI phone assistant now calls my bank, gets through the phone menu, and when the agent insists on the cardholder, transfers the call live to my cell. Thanks @bot !

Built with Grok realtime voice + Telnyx + Cloudflare + Grok Bot.

#GrokBot #AIAgent

[FAI @faiAI0]

@grok explain the diagram to people

[Andrej Karpathy @karpathy]

Weekend hack: HackerTube. I was annoyed with YouTube's recommendations so I had Claude filter down 43M comments over 20 years of HN to 6,454 videos that keep being recommended. *Significantly* better viewing experience, ~2 hours with Opus 5.5:
https://t.co/JIhXN7OSh1

- Excellent recs without any logins (state is kept in local browser session)
- Thumbnail is a representative frame from middle of the video instead of the super duper A/B test hyper-optimized user uploads
- Underlying data from the comment analysis as one zip file, point your Claude at it and ask for your own version
- HackerTube Longs ✊

A bit more on the process:
I use Claude Code (desktop app for Mac), Opus 5.5 on Medium effort as my default. I only talk to Claude and have it do everything, the only "manual work" I helped with in tandem was in the browser (reminiscent of MenuGen): 1) I had to create some kind of API key from Google Cloud UI to query YouTube for video metadata, 2) I booted up a VPS box for serving and 3) I bought the domain name. Once the box was up I gave Claude the IP and told it update, secure, harden, deploy and optimize the code, and it did the whole thing.

Many awesome projects that would have normally taken weeks/months even can now be few-shotted for breakfast. What else are we not thinking of.

[indigo @indigox]

我的 Gemini 给我的未来十年建议！大家可以试试问 Argon 这个问题：“Your advice for next 10 years. No explanations.” 看能否得到类似的回答？这个建议可以说相当通透了👀

1. 掌控核心瓶颈：能源、算力与稀缺物理资产。

2. 构建“人机双向共生”，而非与算法内卷。

3. 锤炼主体性（Agency）与审美品��，而非单纯的执行力。

4. 守护底层生理硬件：睡眠、体能与深度专注力。

5. 将“注意力主权”视为你最高杠杆的资产。

6. 设计在你离线时依然能产生复利的系统。

7. 深耕高信任度的线下真实人际网络。

8. 保持认知的流动性，让“反学习”与迭代的速度快于模型更新。

9. 精通提出正确问题的艺术。

10. 重仓那些永远无法被数字化的体验与情感连接。

[lauren @poteto]

here’s a short grok bot guide on how i create high quality bots and manage my team. ask @bot to read this post and help you improve your team!

• add dr eggbot to your team! he’s my bot designer that i use to create bots
• you don’t need a lot of bots. a few good bots can be more useful and easier to manage than a large team
• tell your bots to create skills for itself as you give it instructions on how to do tasks. this lets them do them more consistently even over long conversations. you can even ask it to create a private github repo for you to store all your skills if you want them preserved independently
• add connectors, use the vault, and give access to all the tools you use to do your work. you can also ask your bot to setup its own email and it can sign up for its own accounts for better separation
• thinking about all the work you do by hand, or steps in your workflows where you have to copy and paste information back to your bot. ask your bot how it can do that for you instead!
• imagine you hired an intern, how would you onboard them and help them do the work correctly and efficiently? introduce yourself to your bot and describe the work you do, then ask it how it can help you automate it

and my favorite tip: use voice mode or the transcription option! it’s a good way to just brain dump a lot of information. then, at the end, tell your bot to “restate this in your own words” so you can confirm it understood you

https://t.co/ajrjeHdzUO

[FAI @faiAI0]

这件事情真的再次暴露加拿大警察的无能，和加拿大法律对平民自卫的荒谬程度，也给生活在加拿大的每一个人再一次警告，危险关头不要指望任何人，也不要高估自己处理紧急情况的能力，除非你真的受过专业的训练。我觉得AI真的可以参与到这种安防，家防领域里来做一些产品。

[素心无尘🇨🇦 @Trustly0333L]

10月31日早上，多伦多警方表示，已经锁定三名入室劫匪中的其中一人。

此前在Bridle Path社区发生了一起暴力入室抢劫案，导致一家四口受伤。暴力入室劫案发生在周四凌晨3点45分左右，三名蒙面嫌疑人携带手枪和一把锤子，闯入了位于Hyde Park Circle的一处住宅。警方表示，劫匪进入屋内后，直接前往住宅二楼。
嫌疑人在屋内与一对夫妇及其两个成年女儿发生对峙，并索要财物。嫌疑人与屋内住户发生冲突，期���多次开枪；中枪受害者中有三人，一名75岁男子和两名分别为26岁及28岁的女子均遭受了枪伤。75岁男房主和64岁女房主还遭到了锤子袭击。

警方透露嫌疑人23岁的多伦多居民Daijohn Richards在作案过程中也中弹受伤，随后前往医院接受治疗，他于周五下午早些时候出院，目前仍然在逃。

在Rechards在医院接受治疗期间，警方并未将其逮捕，因为当时尚未掌握将其与这起入室抢劫案关联起来的合理依据。

一名女警官说“我们不能仅凭怀疑就采取行动，”她解释道，调查人员后来通过与法医科学中心合作开展的法医鉴定工作，以及在社区内的走访调查，才确立了他与入室抢劫案的关联。

警方于是今���才发出通缉令，不过疑犯早已逃之夭夭。

[FAI @faiAI0]

@VanCityVice 这周下班路上在Oak St 和 W 70th已经看到好几个闯红灯的大卡车司机了，Oak St北行车道，属于上坡，都能加速闯黄灯，这帮人太他妈可恶了，BC省交通和警察部门还这样不加强处罚力度，这帮畜生只会合法的杀死更多无辜的人。

[Aarush Yadav @AarushYadav47]

We’ve raised $1.3M from YC & Afore Capital so you never have to type or speak again.

Typing is slow. Talking into your computer is awkward. Subvocal fixes both

Our glasses give you the speed of speech without you making a sound or touching a keyboard.

It tracks your internal speech muscles with non-contact sensing and decodes silent, almost invisible mouthing into text at more than 200 words/min.

Pre-orders are now live at:
https://t.co/DzrwIpg3GR

[elvis @omarsar0]

Highly recommended read.

Stop focusing on using LLMs to help you write better code.

Instead, focus on enabling the LLM to write better code faster.

I agree that skills like orchestration and systems thinking matter more than ever. I'd also add understanding how to constantly measure the effectiveness of those LLMs, automations, and workflows through rigorous evals.

[indigo @indigox]

目前的前沿大模型在多项垂直任务上已接近或超越人类专家（高专业），但多智能体协调能���依然薄弱（低协调）。Google DeepMind 报告《智能经济学：AGI 如何以及何时引发经济变革？》中，用模型精准预测了当前劳动力市场的真实写照——宏观就业和行业集中度并未剧变，但初创公司变得更精简、组织层级更扁平，且对能够跨团队统筹复杂工作的资深管理者的需求持续走高。

现有的绝大多数 AI 基准测试都在孤立评估单个智能体，但经济竞争的基本单位是组织（企业），而非孤立的个体。根据“专业能力”与“协调能力”两个维度的不同演进阶段，报告划分了四种经济体制：

1. Minimal AGI

单个 AI 达到人类平均水平，但协调能力较弱人类凭借互补的“马赛克智能”团队依然占优；现有企业结构基本不变。对整体就业、行业结构和薪资水平影响微弱。

2. Supercompetent AI

单项专业技能超越顶尖人类，但协调能力依然受限行业未发生垄断巨变；由于人类管理者可借助强力 AI 独立完成更多工作，企业规模反而趋向小型化、精简扁平化。专业执行类岗位薪资向算力成本看齐；人类协调者（管理者）的价值与薪资大幅飙升；

3. Supercooperative AI

专业技能维持普通水平，但��破了协调能力临界阈值打破“科斯天花板”，引发市场相变；规模报酬递增使少数超大型纯 AI 企业迅速垄断市场。传统人类企业被大规模挤出，人类协调者优势瓦解，就业与工资出现断崖式下跌；

4. ASI

专业能力与协调能力双双全面超越人类超大型或高效 AI 组织主导标准化主流市场；随着单智能体能力极度强悍，满足市场需求所需的智能体数量反而可能再次回落。人类全面退出主流生产领域，仅在依赖人类特定情感或偏好的小众市场保留角色；

衡量 AI 何时引发颠覆性经济变革，不能只看孤立的单智能体跑分，而必须关注多智能体在长链条、大规模组织中低摩擦协作的协调能力何时逼近临界阈值。

[FAI @faiAI0]

@RobertJBye It’s been there for a quite while lol

[FAI @faiAI0]

Ocean Temperature

[FAI @faiAI0]

我现在越来越坚信AI不仅是科技革命，更是自然选择的过程。

[FAI @faiAI0]

Do you remember when you joined X? I do! #MyXAnniversary

[Stripe @stripe]

Introducing 'stripe pay', for instant business-to-business transfers. Find companies using their Stripe profile handle and send funds for free. Available in the Dashboard and CLI.