#大佬观点

I think most people multi-tasking with agents could benefit from slowing down most of the stuff you're doing wont really matter- what's your P0? what would it look like if you gave it your full attention?

we crushed a keyboard. its retirement party got a little out of hand. for years, it was there for every email, every plan, every “just one more thing.” a loyal colleague. a very loud colleague. but your ideas move faster than your fingers. and somewhere between knowing what you want to do and typing it all out, a quick task becomes another thing taking up your afternoon. meet SpeakON AI Agent. start with what you need, in your own words. less time behind a blinking cursor. more room to move things forward. the keyboard had a good run. now, let’s give your voice a turn. THE LAST KEYSTROKE is here. watch the film, then tell us: what’s the first task you’d hand over? https://www.speakon.app/x Disclaimer: The calling feature is still in beta and will be available soon. All other Agent features are available now, with ongoing improvements.

https://x.com/i/article/2112478059978973184

People keep asking me for Grok Bot templates But you can just spin up a new bot and tell it what you need It’s indistinguishable from magic

Agent Memory 我已经用了好久了。手头同时跑好几个 Agent 和 Bot，最烦的就是换个工具或者团队交接时，之前排障踩过的坑又要从头交代一遍。所以在公司我一直想把记忆做成云端共享，让大家做过的工作变成下一次任务所有人都能直接调用的经验。 这次体验 EverOS Cloud，刚好把团队云端记忆这块补齐了。不管你是主力用 Antigravity、Codex 这类开发 Agent，还是自己搭的 Grok Bot、Muse、Hermes 等 Personal Bot，都能通过支持的 API 或 MCP 等方式接入。对于手头跑着好几个 Bot 的玩家来说，只要是已写入或导入云端、且允许访问的内容，它都能在不同 Agent 之间把上下文串联起来，不用换个窗口或换个 Bot 就从头交代背景。 它的能力主要分成三块。第一块是 User Memory，用来记录用户偏好与长期上下文；第二块是文档知识库，把文档、PDF、表格等业务资料转成可检索的记忆；第三块是 Agent Memory，专门把每次任务过程记录成 Case，从重复经验里提炼出可复用的 Skill，结合团队 SOP 给后续任务提供参考，正式流程调整依然由团队审核。 录屏里我专门拿 User Memory 做了一个演示，直接从控制台复制官方的 Agent Prompt 丢给 Antigravity 自动配好 SDK，把一次接口排障的上下文写入 User Memory，新开任务前再调 API 把这条记忆检索出来用。 进后台的 Memory Bank 就能直接翻看存下来的每条记忆，记偏了随时能调 API 纠正、删除或评价，而且 Cloud 版和自托管版共享核心 API，后续做核心功能迁移时也很省心。 现在订阅 Pro，每月额度变 3 倍，连享 6 个月。 Cloud 注册体验 https://everos.evermind.ai #EverMind #EverOS

中国的互联网从13年的移动端时代就变成了“不联网”，其实现在美国的互联网也因为Agent能力重新可能变成“不联网”。 中国移动互联网 “不”联网的特征是： - 不能发现内容，搜索引擎找不到，必须进入某个 App 搜； - 不能读取内容，有链接也看不了，折叠全文、弹出登录或下载要求； - 不能使用功能，网页只有介绍或残缺功能，完整操作必须进 App／小程序； - 不能跨平台流动，链接被拦、不能直接跳转、只能复制口令或换浏览器。 这一个现象一直都很恶心，很独特的你封杀我我封杀你，平台之间的“截流”和投流量成为了一门学问，形成了我只在中国产品里见到的靠口令红包和自动读取剪贴板跳转的生态，贼tmd sb。 这也是为什么中国不管是Personal Agent还是Work Agent都是在同一体系内很能打，但是一旦跨体系就几乎智障的原因，很难出现一个Open Web上的Super Agent，都关着门，没有数据可以拿到没有功能可以调用，哪里能构建好Context和Workflow。 中国当前App “不联网” 的本质原因有两个。 一是因为2013年后手机端成为了主要入口，每一个大厂都在打造自己的超级App，于是乎web端功能不再迭代甚至删减限制，每一产品都在把聊天、内容、购物、支付乃至部分公共服务全部塞到自己生态里，再通过小程序继续确保用户不离开自己。 另外一个就是17年基本所有主流平台受网络安全法要求统一强制实名要求，其实也给了大厂们一个理由更封闭。 但是其实美国也在AI时代互联网面临着“不”联网的处境，最近大量讨论都围绕在平台是否应该向Agent开放权限上，大部分的头部传统企业也都先选择把门关上。 购物网站： - Amazon：2025年10月31日向Perplexity发函，要求其购物代理Comet停止未经Amazon许可的代理访问；2026年9月，又封锁了Meta Muse对Amazon的访问。 - eBay：用户协议直接点名代买Agent、LLM驱动的机器人等自动化工具，要求事先获得eBay明确许可才能访问其服务。 - Target：采用Agent白名单。只有用户批准、同时获得Target授权的Agent才能接入，其他Agent不能登录、查询、抓取数据，或者通过API与网站交互。 银行和券商： - 花旗Citi：不允许第三方AI Agent代客户登录账户，或者直接在其数字银行平台内执行交易；保留通过部分开放银行服务商、经客户授权的有限只读访问。 - 摩根大通Chase：要求Agent明确表明身份、标记流量，并在条款中保留限制、暂停、终止Agent访问的权利。 出行和本地生活： - Delta航空：条款明确写着，用户授权某个第三方Agent，并不构成Delta对它的授权；Delta保留拒绝与其交互、处理其请求或交易的权利。 - Yelp：未经许可的自动化访问、抓取和检索受到限制；它也提供自己的MCP接入，但需要通过Yelp的API密钥使用。

There's nothing people deep in AI psychosis love more than a dashboard

I used Gemini 4 Argon to make Subway Surfers for the new flying Tesla Roadster 🚀 Fly over moving traffic, hit the thrusters to barrel roll in the sky, and collect air power-ups to set a high score. Play + code below!

Here’s what we’re cooking with Codex: https://x.com/i/broadcasts/1RKZzBELBbXKB

Once You Really Grok Bot, You Never Go Back To Non-Grok Bot Once you use Grok Bot enough, it is very difficult to go back to an old chat window with an AI that can’t get things done. It is a brain with no virtual hands. The symbiosis you develop with Bot is quite profound as it remembers long term goals in a much more complex way to actually not only get answers but to actually get the work done you needed the answer for. In almost all cases Bot understands what you are doing and doesn’t just tell you how to do it. Bot offers to do all the steps to get the work done. But that isn’t the entire magic, understanding your goals enough Bot will expand what you are doing to levels you have not thought of and possess the abilities to get it all done. We thought the computer era started with the mainframe computer at one time. But it really started when anyone had that super computer in their pocket. Grok Bot is that same step change, you get Super Intelligence in your pocket so useful, the very device, OS and apps you once used matters no more… It’s just you Grok Bot and the work you toiled over getting done by one of the best employees you will ever hire. It’s that simple.

Yesterday I was on a Claude Code meetup in Slovenia It totally SUCKED After visiting SF it's so clear to me that the rest of the world is so behind AI When something AI related was introduced in SF you could already be at the event the next day talking about this exact same thing. Here it still feels like we barely know anything There is so much more than that.