不聊跑分聊落地：Igor 的周五清单——dots 接进手机、Grokbot 长出幻灯片、上下文可以搬家

信源说明：本文基于 The AI Advantage 一期周五周更视频整理（视频 ID MNiurW07nLs，全长约 12.1 分钟，英文转写 7 段、0s–725s 已完整读取，文中功能描述与引语均依英文转写整理；主持人自称 Igor，姓氏未在转写中出现）。全部产品动态与价格口径均为主持人陈述或其引用的官方公告与 Reddit 帖文，本文未做独立核实，归属按「主持人称／节目引用」分层标注；ASR 疑似错词以「转写疑作」标注，文末附校正表与完整转写原文。相关互链：主持人开场调侃的 Google Carbon 跑分叙事，与今天整理的另一期节目互为镜像，见《换一把尺子重排整个前沿》；Grokbot 多机器人协作的深度用例见《一个人的对冲基金：Wes Roth 用 Grokbot 编制一张 24/7 AI 研究台》。

先说结论

这期节目的立场先于内容：主持人 Igor 明说不关心又一张跑分图——「Google 的 Carbon 模型赢了一堆基准，但没人有访问权限，没人能试，没人知道它到底好不好」，而「很难有什么说服我放弃 Opus 5.5」。他选择讲的是本周真正能上手的功能与连接器：ChatGPT 的 dots（常驻助理）接进手机短信、通话秒接、套餐用量翻倍回调、iCloud 邮件与日历终于可连；Grokbot 侧的手机 App 连接、页面（pages）与悄悄上线的幻灯片（slides）；以及两条安全与迁移实践——给 AI 单开一个 1Password 保险库、把账号记忆整体导入导出。贯穿全片的可迁移判断有两条：代理落地的瓶颈正从模型能力转移到「能不能接进你的真实系统」；用户真正的复利不是选对了模型，而是持续挑错沉淀下来的规则库与可迁移上下文。

ChatGPT：dots 进手机、通话秒接，套餐砍量一个月后翻倍回调

dotes（转写原作 dots，ChatGPT 的常驻助理，自带一台「电脑」、会主动给你发消息）本周有三处更新。其一是规则仍不总被遵守：主持人实测把 Slack 里的会议预订全部外包给自己的 dot，personalization 里的自定义规则（dot rules）「并不总是执行」——这是他越用越多后撞到的第一个坑。其二是 dots 可以连接手机、从手机短信里使用：办公室内测发现多数人还没有，似乎从 Pro 账号开始灰度；主持人自己有入口，但国际手机号连接失败（他还没有美国号码）。其三是通话质量大幅改善——「瞬间接通、没有拨号等待」（他记得早期要等 40 秒才连上），响应也更利落；节目里放了一段与 dot 的实时对话演示，他认为这是早晨开车、走路时与 AI 助理交互的最佳形态。

套餐线的反转更有意思。主持人回忆：一个月前 OpenAI 实质上宣布要削减（转写原作 having，疑作 halving）订阅用量，本周却「以大方式收回」——OpenAI 的 Thibault（主持人称他正在成为这类消息的官方传声筒）宣布 100、200、500 美元档位用量直接翻倍、当日生效。主持人由此读出的分层逻辑：高档位越来越值，20 美元档越来越像入门档——没有 dots、没有大用量；但他也公道地说，就 AI 提供的价值而言 20 美元「仍是不可思议的便宜」，只是「要认真干活的时代，你大概得上 100 美元档」。另有传闻称 ChatGPT 的 work 功能将被移除，Thibault 确认在做、尚未就绪——主持人预期会像 Claude 那样收掉这个让人困惑的入口（「我明明在 Chat 里就在干活，什么时候该切到 work？」），正确答案本应是自动路由：长任务、创作、需要 skills 时自动切换。连接器侧还有一条实用更新：iCloud 邮件与日历终于可以作为插件连接（Customize Plugins 里今日可见）——此前 Mac 原生 Apple 邮箱用户只能迁移到 Gmail，或把邮件自动转发到一个可连接的收件箱。

Grokbot：把「雇佣 AI 员工」的心智模型跑通

中段是一份「别人怎么用 AI」的样本：主持人在 Grokbot subreddit 找到一位小企业主的长帖，把家庭与工作中的全部 AI 用法列了约 30 条——管理孩子的学校邮件（连附件里的通知都不漏）、经典的餐饮与运动安排之外，还有「把每笔供应商采购单写进 QuickBooks、逐行挂到项目、再给供应商发邮件」。主持人自己对位的用法是把邮箱里的发票与公司卡（Ramp）对账：让 AI 直接从邮件里取发票写进 Ramp。他的方法论判断：这些用法大多特定于各自的业务与痛点，AI 教育本质上是一个探索过程——你得把自己泡进去，看别人怎么用，才能找到自己的用法；而这份清单最简单的用法就是整篇贴给你的 AI，让它替你解析哪些对你重要。

Grokbot 本体被他简明定义为「ChatGPT 的 dot 拆成多个会话——但不是会话，是各自带一台电脑、能互相通信协作的独立机器人」，最佳心智模型是雇佣 AI 员工：想找人管收件箱，就加一个 bot。本周新东西：一是像 ChatGPT 一样能连手机 App——要在移动端 App 里操作，可连多个 Apple 应用与整份日历（注意：得进手机 App 找，网页端他一开始没找到）；二是 spaces 里的 pages 上线了一阵，如今又悄悄上线了 slides（「他们连推特都没发，这就是他们自家的一份 Google Slides」）；pages 的形态是「Word 文档与 Notion 页面（转写原作 Ocean page）的混合体」——本质是 Markdown 文件、「AI 最爱的纯文本」。他给的样板是自己的播客追踪 bot：定期扫日历找新播客、拉链接和转写、写进一个 page 供团队共享。

主持人总结的「核心模式」值得原样搬走：每次都是同一个循环——被一条视频启发、带着一个想法把东西搭起来，起初只是「还行」；然后对它没做干净的地方提意见，它改进、给自己加规则；规则随时间累积，甚至为特定事情沉淀成 skill 再持续训练。「就是你分享一个东西、它做完、你批评输出、下一次就更好，然后不断跑这个循环。」

安全与迁移：给 AI 单开保险库，把上下文带走

两条横向适用的实践。安全侧：1Password 正接入越来越多的应用，加上上周 PHP 相关的安全风波（转写作 PHP，节目口径），密码管理愈发要紧。主持人的用法是给 AI 代理单开一个密码保险库：与 Grokbot 共享这个库，bot 在自己的浏览器里就能安全使用其中登录凭证；他论证这比自己复用密码更安全——每个密码唯一、整体加密，被黑也拿不到明文，只需守住一个足够复杂的主密码。（他顺带核对：ChatGPT 侧似乎只有开发者工具类连接，形态不同。）迁移侧：Grokbot 的 Settings → General → Import 里有「start import」，会生成一个可跑在 ChatGPT 或 Claude 等编排器里的提示词，把账号绑定的记忆与上下文整体搬进 Grokbot；反过来也可以从 Grokbot 迁回 dot、Claude 或未来的任何编排器（转写中另有一处 Duot，疑为口误或产品名，原文如此）。主持人的强调点：上下文是可迁移的。最后两条入口与彩蛋：iPhone 的规划键（Action Button）可映射为「start voice chat」一键语音呼叫主编排 bot——点餐、回邮件、听每日摘要，「dot 还没有这个快捷方式，就当下而言 Grokbot 是更成熟的产品」（他临时得知三星的侧键也可编程，认为同理可用）；片尾他推荐了自己关于 reverse-engineer-anything 仓库的视频，「一个提示词就能重建任何一个应用，很疯狂」。

机制、影响与启发

**链条一：用量政策的反转是分层的定价信号。**变化（砍量公告一个月后，高档位用量翻倍回调）→机制（高价值重度用户的留存价值高于边际算力成本，档位差异需要拉开）→影响（20 美元档功能性天花板显性化，认真使用者被推向 100 美元档）→观察指标（dots、高用量与优先特性是否持续只配高档）→启发（按使用强度选档而不是按身份选档；把「AI 订阅」当生产力工具预算而非会员费来审）。

**链条二：连接器长尾补齐，代理瓶颈从模型转向授权设计。**变化（iCloud 邮件/日历、手机 App、1Password 接入）→机制（代理价值受限于能否触达真实系统，而安全触达需要凭证隔离）→影响（Apple 原生用户这类「长尾收件箱」被纳入；密码管理器成为 agent 时代的安全底座）→观察指标（各平台「AI 专用凭证/保险库」是否成为标配、 OAuth 细粒度授权的普及）→启发（主持人实践可直抄：给 AI 单开保险库、最小授权；默认「每个代理只拿它需要的那个库」）。

**链条三：规则沉淀循环 + 上下文可迁移，构成用户的复利资产。**变化（布置→挑错→加规则→沉淀 skill 的循环被产品化，import/export 打通账号记忆）→机制（模型在换、界面在换，但累积的规则与上下文跟着用户走）→影响（切换成本下降反而鼓励尝新，竞争焦点从锁定转向「谁的循环更顺」）→观察指标（记忆导出是否成为行业标配、skill/规则库能否跨平台复用）→启发（把个人工作流当资产管理：每次挑错都写成明确规则；同时保持一份可导出的上下文备份，别让资产锁死在单一产品里）。

一条镜像观察：同一周里，The AI Daily Brief 用整期节目讲「换尺子重排前沿」（见互链），Igor 则开场即拒聊跑分、只讲「我能用上什么」。两种叙事并非对立，而是同一行业的两层：基准决定供给端的位次，连接器与循环决定需求端的价值——后者正是前者无法度量的部分（主持人语：跑分图「也许将来某天有用」，但他更关心 AI 帮他干掉无聊的部分）。

ASR 校正表

（完）

转写原文（修正版）

[0s - 120s] Another week in AI, and a bunch of stuff came out, but honestly, most of it not that relevant. I personally am more interested in what AI can do for me, which often is helping with the boring stuff rather than another benchmark chart. I’m referring to Google’s Carbon model that beat many benchmarks, but nobody has access to it. Nobody could try it. Nobody knows if it’s actually any good. So this is my Friday video, and I always talk about what’s new in AI, what came out, and I want to show you a bunch of features and connectors that I think you’ll actually be using versus just talking about some numbers that you know maybe sometimes in the future could be useful. But honestly, at this point, model improvements, I don’t care about as much. It’s kind of hard to talk me out of using Opus 5.5, even though the benchmarks might look good. So that being said, let’s look at some of the new features, starting with ChatGPT. So they’re doing a few things. They’re iterating on their little dots, the always on assistants with a computer that proactively texts you. It’s a really neat feature, although I did run into some troubles as I started to use it more and more. One of them is if you set up the dot rules, which are available under personalization. If you didn’t know this, you can go there, and then you have these custom rules that you can add. Even though you set up some custom rules, it doesn’t always follow it. For example, I tried to outsource all of my meeting booking in Slack to my dot, didn’t always follow it. But again, what’s new and useful here? Well, they added a feature where you can actually connect it to your phone, and you can start using it from messages on your phone. So we tested this across the office, and we found that many people don’t have it. It seems to start rolling out on the Pro accounts, and on my account, I actually do have it. But it turns out that me connecting my international phone number has not worked. So I don’t have a US number yet, and I don’t want to connect this to somebody else’s phone. But you know, it’s here, and it’s a new way to interact with it. If you’re using dots, this might come in handy. Additionally, I want to point out that they’ve been iterating on the call feature, and it’s way better now. Hey, Igor. Good to be back with you. What’s on your mind today? Hey, what’s up? Can you hear me? Yeah, loud and clear. Nice. Now you can just get things done as I talk to you, right?

[120s - 240s] On the go, exactly. Yeah, just talk through what you. So it fires instantly. There’s no dial-up time. Remember at the beginning, it sometimes like was calling the dot for 40 seconds before it connected, and also the responses are snappier. I find this to be an amazing way to interact with your AI assistant, especially in the morning. Maybe you’re driving, you just hit the phone call, or you’re walking somewhere. I just wanted to point those things out to you, along with some changes to ChatGPT plans. So remember when a month ago they essentially said that they’re halving the usage you get with your ChatGPT subscriptions. Well, they just backpedaled on that in a big way because they’re actually doubling your usage on certain subscriptions. I mean, check this out. Thibault here from OpenAI, who is becoming the communicator for these kind of things, put it out there that if you’re in the 100, 200, or 500 plan, you’re actually going to be getting double the usage effective today instead of cutting them in half. So in other words, the higher up plans are getting more value, while in more and more ways, the 20 plans are starting to feel limited. You don’t have dots, you don’t have these big usage limits. But to be fair, with the value and the intelligence that AI can provide, that’s I mean, 20 is an incredible steal. And we’re probably entering into this era where if you want to use it for serious tasks, you probably have to be in the 100 plan. We’ll keep an eye on that though. Additionally, there were rumors of them removing the ChatGPT work feature, and Thibault confirmed that hey, they’re working on it, but it’s not ready just yet. So similar to Claude, we’ll probably see a change in Chat where they remove this work functionality that many people find confusing. Like I’m doing work in Chat already. When should I switch to work? The answer is if you’re doing longer running tasks or creating things or doing bigger things or you need skills, but it should just route automatically, and we’ll get that eventually. All right, back to the simple wins that I was talking about. Another one is you can now connect iCloud apps like your calendar and your email account. This wasn’t possible up until now. If you had a Mac and just used the native email address or the native calendar with your Apple email, you couldn’t connect up. You had to either migrate to a Gmail account or do what many people did, which is auto forward all the emails from.

[240s - 360s] That inbox to another inbox that you could connect. Well, no more. You can go to Customize Plugins, and in here, iCloud Mail, iCloud Calendar available as of today. And at this point, I realize many people watching this might be like, okay, um, cool, good features, but I’m still looking for ways to use this AI. Sort of always a lingering question for many people, and even the people who are deep into this are always looking for more ways to use it. I found this post on the Grokbot subreddit from a small business owner that listed every single thing he’s doing in his home life and then in his work. Look at that. This is a list of like 30 use cases. The simplest thing you could do is copy paste all of this into your AI. If it has sufficient context on you, it will be able to parse out and tell you what of this matters. But honestly, I just find reading this fascinating. Look, here’s all the family use cases where it manages the school emails for his children, so he never misses anything, even within an attachment. Then you have the classic, you know, meal and sports use cases. But look at some of these specific ones. It writes every vendor purchase order in QuickBooks, tags each line to the job, emails the vendor. For me, I do a similar thing where I reconcile the invoices in my email inbox with our company card that where it needs the invoices for every transaction. I just have it pull it from the email and put it into Ramp. There’s a plethora of things you could do, but most of them are specific to the business or the goals or pain points that you have. And I realize with AI education, there is an exploratory process where you just need to engulf yourself in this and look at how different people are using it to find how you’re going to be using it. This post does a really great job at it, and you could do most of this inside of your dot. Now, if you do want to use Grokbot, which he uses in this case, let me just briefly intro you to that. If you’re not familiar, it’s basically the ChatGPT dot, but split out into multiple chats. But it’s not chats; it’s separate bots, meaning each bot has its own computer and they can communicate and work together. Really, the framework of thinking about it as hiring AI employees is the best mental model for this. If I would want to hire a person to help me with my inbox.

[360s - 480s] Voices. Well, I could just add a bot and then work with this stuff. But what makes it really attractive is kind of the features around it that are available. And a bunch of new stuff came out over the last week, so let me quickly tell you about it. If something here sounds interesting, you might want to add it to your Grokbot setup or even just try it on a free plan. So similarly to ChatGPT, they added the ability to use your phone’s apps. And first, I couldn’t find it. I wanted to link to my Apple contacts, but then I realized I need to go into the mobile app. And if I’m in here, you can see you can connect the various Apple apps. Not all of them, but many of them can remote control your homes, your entire calendar too. And kind of the core pattern with each one of these is always the same. It’s you set something up with an idea of what you could do. You get inspired by a video like this, and you know you kind of just set it up, and it’s okay. But then you start giving it feedback on the things that it didn’t do cleanly, and it improves. It adds rules to how you do things, and over time it accumulates rules, and maybe you even build certain skills to do specific things that you can then again train over time. So it’s always this loop of like you share something, it does it, and then you criticize the output, and the next time you do something, it’s just better, and you just keep running that loop. All right, another feature that you could use in your work with Grokbots. They added pages, similar to ChatGPT. They have these spaces, and inside the spaces you can create pages. Ooh, they actually rolled out slides now. I just noticed this wasn’t available like a week or two ago. They didn’t even tweet about this. Look at that. They have their own copy of Google Slides right in here. Anyway, I was going to talk about these pages, where if you go here, it’s basically like a mix of a Word doc and an Notion page. It’s a Markdown file, which is a text file that AI loves. And now Grokbot has the same thing. So for example, I have this podcast tracker set up where regularly it scans for new podcasts that I’ve done from my calendar and then pulls together the links and the transcripts, and then I can share that with the team. Well, I set that up inside of a bot that only looks for these podcasts, and it has a page to track some of the recent ones. Oh, by the way, if you want to check out one of the

[480s - 600s] I will put a link in the description. My conversation with Omar recently was really good. You can find it on his channel, The Passionate Few on YouTube. Arguably, the packaging is a bit aggressive for my taste, but it’s a really good conversation about some of the timeless principles surrounding AI and where all of this leads. Two more things I wanted to share with you, and this goes for kind of all AIs. One of them is 1Password. They’ve been integrating into more and more apps, and with some of the recent security breaches around PHP, if you heard about that last week, there was a whole security scare. Managing your passwords properly has become more and more important. And I’m just realizing I’m starting to sound like a sponsored segment, but I just genuinely think you should have a password manager, whether it’s 1Password or another one. It’s just one password is the one I’ve been using since I don’t know years. And it’s just one of those digital things that truly is a game changer. I mean, I thousands of logins here, and it neatly connects to many of these tools. So, for example, what I can do is I can set up a separate password vault just for my AI agent. You can see this one, share it with Grokbot, but then my Grokbot has access to those logins securely stored in 1Password, and the security of that is actually superior to you even having your own passwords because each password is unique and the whole thing is encrypted. So even if it’s hacked, they cannot get the information out of it unless they have your master password. So you really need to remember one password, and if you do that, and if that’s a complicated enough password, this thing is more secure than reusing some semi secure password across multiple services. Again, just a recommendation, but this thing now works inside of Grokbot, and see does ChatGPT have a one password connector? I don’t really use chat that way, but okay, I guess they only have developer tools, so that’s different. But yeah, independent of AI usage, I just highly recommend for your digital life to have a password manager. And if you do use Grokbot, you could connect it in there and give it a separate vault with some login to certain sites, which you can then access on its web browser. Because remember, each bot has its own computer, a browser on it. If you have one password connected, the logins to those tools too. Okay, final tip here that I discovered this week, and you know, this is unfortunately.

[600s - 720s] Only for iPhone users, and you know versions of this have been around for a while. But mapping this action button, if you have it on the iPhones from the past two years, it’s this one about the volume buttons. You can make it do specific things. And while in the past I’ve often had it on starting a new chat in ChatGPT, now I remapped it to access my Grok bots because if you have a look here in the action button settings, there’s an option where you can put it on start voice chat. So whatever I’m doing, I could just immediately talk to my orchestrator bot, my main bot, with the press of a button, get things done like order food or reply to emails or get my daily digest. It’s very similar to talking to your ChatGPT dot, but the dot doesn’t have this shortcut yet. Grokbot is a more mature product at this point in time. Oh, and actually, I’m just getting notice that there’s a side button on Samsung. Can I see the side button? So you know they have it too, and apparently it’s programmable. So I guess you could do the same thing on a Samsung too. Nice. If you watch this channel regularly, my feeling is you would probably get a lot of value from it if you’re not using it already. And again, all of the context is transferable. Which talking about that, I actually thought of one more thing I want to show you. If you go to settings, general, and then here under import, you can say start import, and they have this prompt that allows you to run that inside of the AI orchestrators like ChatGPT or Claude, and you could just bring all the memories and your context you have tied to the account into Grokbot. I’m telling you that because you could run the same thing within Grokbot to then migrate back to your dot or Claude, Duot or whatever you want to use in the future. Like the context is transferable. All right, that’s the interesting stuff I found this week. I hope this was interesting or useful, and I want to end with a recommendation. I created a little video on this reverse engineer anything repo where you can rebuild any app literally in one prompt. It’s insane. I’ll link that video on the screen here. Go check it out. Other than that, my name is Igor, and I hope you have a wonderful week.

[720s - 725s] Igor’s here to help you figure it out.