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Hard Fork · · 67 分钟

一个好得令人难以置信的 AI 助手?

Kevin RooseCasey NewtonJulie Bedard

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TL;DR
  • 科技 CEO 如今已是事实上的政治行动者,但他们对明尼阿波利斯枪击事件的拿捏式回应,暴露出行业领袖对华盛顿的依赖仍有多深。 Sam Altman 表示 ICE “做得太过头了”,Dario Amodei 称明尼苏达州发生的一切是“恐怖”,Tim Cook 则呼吁“降级冲突”;Casey Newton 认为,有些表态“几乎已经是他们能做的最低限度”,而 Kevin Roose 注意到,Chris Olah 更强硬的帖子被 Katie Miller 转发,作为 AI 公司模型存在偏见的证据。

  • X 与政府媒体行动已把政策、执法和互动熔成一个反馈回路。 一段指控日托中心存在欺诈的病毒视频帮助触发了明尼阿波利斯行动,政府官员利用 X 为行动辩护,ICE 则动用制片人、编辑、付费工具和友好型网红,把突袭包装成内容。Newton 的直白判断是:X “基本上”已经成了国家媒体,而“在社交媒体上赢下来几乎成了全部目的”。

  • 即使篡改显而易见,AI 操纵的证据仍能为政治行动者创造价值,因为收益在于“说谎者红利”。 图片曾错误地把 Alex Pretti 描绘成举枪,而不是拿着手机;另一张图片则把民权律师 Nakeema Levy Armstrong 描绘成被捕后哭泣。Vice President J.D. Vance 转发了后者,尽管原图早已公开。官方那句令人寒心的回应——“表情包会继续出现”——说明持久的标注和水印规则或许需要立法,而不能寄希望于平台自愿拿出勇气。

  • 手机已成为国家叙事与公民问责彼此对抗的武器,但重复拍摄的影像仍可能守住共同现实。 DHS 将拍摄执法人员称为人肉曝光,而抗议者记录下现场接触;政府也把自己的网红和摄像机带进行动现场——这是一场“手机对手机的战斗”。Roose 担心视频已不再能自证真实性;Newton 则反驳称,多角度画面、记者核验,甚至 NRA 对政府叙事的批评都表明,“只要有足够多人看到”,真相或许仍能幸存。

  • Moltbot 为智能体原生电脑提供了一个引人注目的预览,但眼下仍不安全、不可靠,实际用处也很有限。 这款本地开源助手可以连接邮件、日历、消息和其他服务,以 Markdown 保存记忆,并定制每日简报——但 Newton 那套复杂系统的成功率只有约 70%,且在演示中直接失败。真正值得关注的是方向,而非产品本身:一个值得信任的操作系统级智能体可能取代许多 App 交互,但今天的版本往往只是“一个非常复杂的新小组件,在告诉我天气”。

  • 不断扩大的 AI 采用鸿沟,正变成一场实验:前沿工具的普及究竟会带来真正的生产率 alpha,还是只会制造风险与表演。 San Francisco 用户正在安装多智能体集群,而传统组织仍在申请是否可以在 Teams 中使用 Copilot;机构控制会拖慢扩散,也可能减少遭遇提示词注入攻击和账户被攻破的风险。Andrej Karpathy 称 Claude Code 和 Codex 是他过去20年工作流中“毫无疑问最大的变化”,这强化了 Roose 的担忧:如果类似收益扩展到编程之外,不使用这些工具的人可能会变得竞争力更弱。

  • 一连串快讯式公司新闻显示,AI 压力正外溢至运营、硬件路线图、劳动力和资本市场叙事。 Amazon 宣布裁员16,000人,此前一封关于裁员的日历邀请似乎误以“Project Dawn”的名义发出;据报道,Apple 正开发一款最早可能于2027年推出、大小类似 AirTag 的 AI 别针;Steak ’n Shake 新增500万美元的 Bitcoin 敞口;SpaceX 则考虑在6月中旬 IPO,时间点可能与 Elon Musk 的生日及木星—金星合相重合。与此同时,LinkedIn 提议推出 vibe-coding 徽章,也说明证书竞赛可能跑在实际技能之前。

摘要 · 为研究而整理的核心内容

1. 科技掌门人开始意识到,沉默本身也是政治立场

  • Roose 和 Newton 从 Alex Pretti 被枪杀一事讲起:这是当月联邦执法人员第二次枪杀美国公民。科技行业之所以必须进入这场叙事,是因为科技公司提供了如今与国家权力纠缠在一起的监控基础设施、社交平台和 AI 工具。

  • Altman 告诉 OpenAI 员工,ICE “做得太过头了”,抵制权力越界是热爱国家的一部分。Amodei 称明尼苏达州发生的一切是“恐怖”,Cook 则告诉 Apple 员工:“现在是降级冲突的时候。”

  • Newton 认为 Altman 和 Cook 的信息软弱,而且明显经过设计,以免刺激白宫。Roose 不喜欢这种企业必须发表的表态,但 Newton 的反驳是结构性的:这些领导者“以各自的方式都是国家元首”,代表着规模庞大的用户和员工群体。

  • 政治代价是真实存在的。Anthropic 联合创始人 Chris Olah 发布发自内心的谴责后,Katie Miller 认为这类观点会变成 AI 模型中的偏见;因此,Newton 甚至在那些几乎没有说什么的声明中看到了“一些骨气”。

2. X 已成为政府的新闻编辑部兼政策孵化器

  • Newton 将明尼阿波利斯与 Charlie Kirk 遇刺后的网络反应区分开来:两者都会奖励冲突,但只有 Trump 拥有“国家机器的力量”、数千名联邦执法人员,以及一个擅长把政治 spectacle 转化为病毒式内容的政府。

  • 明尼阿波利斯行动本身,就是在一段指控日托中心存在欺诈的视频在 X 上走红后展开的。对 Newton 来说,这意味着社交平台不只是报道政策,而是在设定总统议程;Roose 早先关于 X 将成为国家媒体的预言,“基本上”已经实现。

  • 据报道,ICE 维持着一套内部内容运营体系,使用付费社交工具、制片人、编辑和视频制作人员。官员们还把右翼网红带进行动现场,包括 Kristi Noem 早些时候访问 Portland 的行动,将执法与品牌营销的技巧混在了一起。

  • Roose 观察到,X 把一个广泛易懂的反对“执法人员向抗议者开枪”的意见,变成了近似五五开的争议,同时传播阴谋论、篡改画面和 deepfake。Newton 的结论更尖锐:政策目标看起来可能已经退居次位,因为“在社交媒体上赢下来几乎成了全部目的”。

3. 合成证据即使无法令人信服,也能带来“说谎者红利”

  • 一张篡改后的图片让 Pretti 看起来像是在向一名执法人员举枪,而实际上他拿的是手机。另一张图片据称“增强”了模糊画面,但正如 Newton 所说,它“只是凭空编了一堆东西”,加入了虚构细节,而不是找回证据。

  • 更严重的是,白宫发布了一张经过篡改的逮捕照片,让民权律师 Nakeema Levy Armstrong 看起来像是在哭。DHS 早已发布未经篡改的原图,但 J.D. Vance 仍然转发了这张伪造图片。

  • Newton 引用了“没有什么是真的,一切皆有可能”这句话:把虚构内容灌满信息环境,直到核验现实的成本变得高不可攀。“说谎者红利”随后也会作用于真实证据,因为受众知道伪造是可能的,于是可以把任何东西都斥为可能是假的。

  • 平台标注或许有帮助,但 X 目前主要依赖 Community Notes。Newton 认为它有用,却不可预测,而且经常来得太晚。Roose 支持国会监管,理由是制度的一致性:标注或水印规则应跨越不同政府持续存在,而不是让公司在执行规则时始终暴露于报复风险之下。他还警告说,如果政府愿意撒谎并伪造证据,平台政策能发挥的作用终究有限。

4. “手机对手机的战斗”正在检验视频能否继续锚定现实

  • Pretti 被枪杀时手里拿着手机,Renee Good 的伴侣则拍下了她遭遇致命袭击的过程。这些视频广泛传播,并按照主持人的说法改变了公众舆论;Minnesota Governor Tim Walz 呼吁居民带上手机,记录“针对明尼苏达人的暴行”。

  • DHS 官员把拍摄执法人员并发布其照片称为人肉曝光,Tricia McLaughlin 还威胁要以非法骚扰罪名起诉。主持人的反驳是绝对的:拍摄公共执法行为是合法的,识别代表国家行事的执法人员也不天然构成人肉曝光。

  • 面具让风险进一步上升。Newton 怀疑,执法人员害怕的究竟是依法携带的枪,还是能把他们的行为与身份联系起来的手机;与此同时,政府也调动自己的手机、网红、话术、照片和视频片段,把突袭行动包装成有效执法。

  • Roose 担心,影像本身正变得不可信,社会也不再拥有一个权威的真相来源。Newton 则更乐观:Pretti 枪击案有多个拍摄角度,记者对画面进行了核验,很少有人声称它们是假的,甚至 NRA 也批评了政府的叙述。Roose 仍在怀疑,随着 AI 工具进步,这种信任还能维持多久。

5. Moltbot 将个人智能体梦想封装进一个不安全的原型

  • Moltbot 前身为 Clawdbot,是 Peter Steinberger 开发的免费开源个人 AI 智能体。它最初源于一个通过 WhatsApp 使用 Claude Code 的尝试,并承诺成为“电脑里的小精灵”,能够连接各种服务、通过对话完成工作。它与 Anthropic 的 Claude 聊天机器人没有关联。

  • 安装方式类似 Claude Code:把一行命令粘贴进终端,再按步骤完成设置。San Francisco 的科技爱好者买来 Mac mini,为智能体配备专用机器——一部分是出于热情,另一部分则是意识到把它不受限制地装在主力电脑上属于“不可理喻的行为”。

  • 它的威胁模型非常严重。一个被攻破的 Telegram 账户理论上可能暴露整台电脑,而提示词注入则可能把恶意指令藏在网页中。Newton 关闭了 Telegram 并限制集成范围,但仍然接入了邮件和日历,承认这是一次“无可否认存在风险”的实验。

  • Moltbot 的实际差异化在于本地运行和持久化的 Markdown 记忆。不同于 Claude Code 的上下文窗口压缩,它可以回看昨天的项目,找到相关文件,并在之后继续修改,不必让每次会话都像从头开始。

6. 定制简报约70%有效;演示一开始,可靠性就崩溃

  • Newton 要求 Moltbot 把“早上好”变成一份简报,内容包括天气、重要邮件、日历事件、逾期任务、摔角付费直播、最新 RuPaul’s Drag Race 剧集,以及每周四预告本周上映的电影。运行几天后,它大约有70%的时间能够成功。

  • 现场演示中,它花了很长时间,随后失败。Newton 每天都会遇到类似故障;这与他对 Claude Code 的体验形成对比,后者如今通常能够完成定义清晰的任务。至于 Moltbot 的内部机制,他的解释完全属于 vibe coding:“我不知道,而且永远不会知道。”

  • 他的预期已经“向下调了非常远”。安全问题仍未解决,而花费数小时把各种服务接起来,可能制造出正在提高生产率的错觉,却没有产生有意义的产出,最后得到的只是一个复杂的天气组件,而不是一名全天候数字员工。

  • 不过,这个原型让未来变得清晰可见。一个未经核实的例子显示,OpenTable 预订失败后,Moltbot 使用 ElevenLabs 的声音给餐厅打了电话。主持人关注它的理由在于,这项技术可能“方向正确,但出现得太早”(directionally correct, way too early):1月时勉强能用,到11月可能就会“好得离谱”(pretty freaking good by November)。

7. AI 采用正在分裂为实验、机构延迟与抵抗

  • Roose 描述了一道“巨大而刺眼的内外鸿沟”:San Francisco 用户把多智能体 Claude 集群交给 AI 来管理生活,而其他地方的组织还在申请是否能在 Teams 中使用 Copilot,或争论 AI 是否可以替他们做会议记录。

  • Newton 认为,这正是此前预期的 AI 扩散瓶颈。真正的机构有 IT 政策;充满“线人脑”的创业公司则会立即安装不安全的 GitHub 项目。尚未解决的问题是,这种自由究竟能带来 alpha,还是只会带来无效劳动、安全事故、被攻破的代码仓库和欺诈性加密货币推广。机构限制也可能减少人们暴露于这些风险之中的机会。

  • Roose 担心,怀疑正在固化为一种身份认同:AI 要么具有颠覆性,要么就是虚假且被过度炒作。Moltbot 可能只是生产率表演,但编程已经显示出一种可能性:手工作业者会比使用强大智能体的同事更缺乏竞争力。

  • Karpathy 的证据分量很重:Claude Code 和 Codex 是他过去20年基础编程工作流中“毫无疑问最大的变化”,而且在几周内就发生了。Newton 的限定同样重要:主流工具只有在能帮助人们赚到、找到或保住工作时,才会自我销售成功;如果改进等同于取代人们赖以谋生的工作,它就很难被接受。

8. 运营失误正在立即触发信任与治理问题

  • Amazon 宣布裁员16,000人;前一天,公司似乎误发了一封凌晨5:00的“Project Dawn”邀请给员工。主持人的判断更多关乎执行而非战略:避免使用不祥的科幻代码名,也要查清究竟是哪款 AI 工具发出了这封日历邀请。

  • TikTok 转移至一家由多数美国投资者组成的美国子公司,同时发生了数据中心宕机、帖子显示0次观看,以及 ICE 批评或“Epstein”一词遭到压制的说法。Newton 更倾向于认为这是故障而非审查:在搬迁过程中,“总会有些餐具被打碎”。

  • Amodei 发布了38页、19,000字的《The Adolescence of Technology》,系统列举 AI 的风险,用来平衡《Machines of Loving Grace》的乐观叙事。Roose 认为它受到的关注较少,是因为风险警告符合 Amodei 一贯的公众形象;此前的乐观才是出人意料的偏离。

  • 另外两则小新闻捕捉到了 AI 日益扩大的信任赤字:一款戒色情应用暴露了用户年龄、自慰频率和情绪反应;Alaska 一名学生则因把另一名学生展览中的约57张 AI 辅助图片吃下去,作为抗议艺术而被起诉。

9. 资本、硬件与证书正在吸收 AI 时代的表演性

  • Caroline Ellison 在服刑约14个月、原判刑期两年后离开联邦羁押;与此同时,FTX 故事预计将在秋季被拍成 Netflix 剧集《The Altruists》。另外,Amazon 的《Melania》纪录片在白宫接受了约70名嘉宾参加的私人放映,嘉宾包括 Tim Cook、Eric Yuan、Lisa Su 和 Mike Tyson。

  • Steak ’n Shake 新增500万美元名义 Bitcoin 敞口,使其 Bitcoin 销售额纳入“战略 Bitcoin 储备”。主持人认为,这家连锁店的“汉堡到 Bitcoin 的转型”又是一次把运营企业改造成加密货币叙事的古怪尝试。

  • 据报道,Apple 正在开发一款大小类似 AirTag、配备摄像头、麦克风、扬声器和无线充电功能的 AI 别针,最早可能于2027年发布,并可能与 OpenAI 的硬件产品竞争。Roose 认为这证明了 Humane 的方向判断正确;Newton 则开玩笑说,这延续了 Apple Vision Pro 的套路:硬件昂贵,用途却不确定。

  • SpaceX 正考虑在6月中旬 IPO,与 Musk 的生日及木星—金星合相相配合,这将是3年多来的首次。LinkedIn 则提供了相匹配的劳动力市场荒诞感:由 Replit、Lovable、Descript 和 Relay.app 评估熟练度,认证的技能竟是“在一个框里打字”。

Kevin Roose

I'm Kevin Roose, a tech columnist at The New York Times.

Casey Newton

I'm Casey Newton from Platformer, and this is Hard Fork. This week, phone-to-phone combat in the streets. We'll talk about the tech industry's response to ICE killings in Minneapolis. Then it's the reason Mac minis are sold out across San Francisco. We'll tell you about the sensation now known as Moltbot. And finally, it's time once again for Hat GPT.

Casey Newton

So today we want to start by turning our attention to Minneapolis and the ongoing confrontation between ICE officers and protesters. Kevin and I have both been horrified by the fatal shooting of Alex Pretti, the second fatal shooting of a U.S. citizen by federal agents this month. And while we don't often turn our attention directly to matters of politics and protests on the show, we both believe that the tech industry is playing a role in this story and that we would be remiss if we did not look at the elements of what is going on in Minneapolis that are ours.

Kevin Roose

Yeah, I've been really horrified by what's been going on in Minneapolis. I have family in Minneapolis. They're scared. Some of them are leaving. It is a really tense and hard time in American civic life right now, and I think we should talk today about not just how the big tech companies and their leaders are acting right now, but what role technology itself is playing in some of the reaction to these shootings.

Casey Newton

Yeah. And I think the tech industry is playing a significant role in what is happening right now. It is an infrastructure provider behind many of the key tools that are being used in this fight. I would say primarily a lot of the surveillance tech that ICE is relying on to identify and detain migrants, but also the social platforms where once again we're seeing violence being turned into content and influencers on both sides trying to make it go viral.

And then you just have the dimension of the fact that there is actually now state power—the government—that is using these tools in ways that we have not seen before in America. So there's a lot to talk about here.

1. CEOs Navigate the Crisis

Kevin Roose

Yeah. So let's start with the CEOs. At the start of this week, Sam Altman of OpenAI, Dario Amodei of Anthropic, and Tim Cook of Apple each made statements or sent internal memos to their employees lamenting what was going on. These were slightly different in the way they were worded, but they all came after employees at some of these companies had been urging their CEOs to speak up, to say something.

Sam Altman had an internal Slack message to OpenAI employees that said that he had spent some time talking with Trump officials, and he described ICE as going too far. He also said that he thought that part of loving the country is the American duty to push back against overreach. Dario also discussed it in a post he made on X, where he called the events in Minnesota “horror,” and Tim Cook sent an internal message to Apple employees saying, quote, “This is a time for de-escalation.”

So we're not seeing the kind of full-throated denunciations that we might have seen with the first Trump presidency from some of these leaders, but they are saying, at least to their own employees, that they are not happy about what's going on.

Casey Newton

Yeah. And I would say that in several of these cases, we are seeing these CEOs say about the least that they possibly could. You can tell, particularly in the Altman and Cook statements, that they are very afraid of irritating the White House. At the same time, they're facing a lot of pressure from their employees to say something, and so I think this represents their best efforts to find a middle path. Personally, I found it a little weak.

Kevin Roose

Yeah. I don't like it when CEOs or other business leaders talk insincerely out of obligation. I think we saw some of that several years ago from the left. I think we saw some of that during the first months of the Trump administration aimed at appeasing the right. I just don't like when CEOs talk in ways that are not their own views. In some of these cases, I'm sure these are sincerely held views, but it just seemed to me like, why are we doing this?

Casey Newton

Well, I think the reason that we're doing this is because these guys are politicians, too. They are, in their own way, heads of state. They represent hundreds of millions of users and giant employee bases, and so they have to get in there and play politics. I'm sure they hate it, but the fact is that in these cases they have to.

And I think we should say it is risky to do this in this current environment. There was a post from Chris Olah, who's one of the co-founders of Anthropic, who posted a very heartfelt and sincere message about how horrified he was by what was happening in Minneapolis. And Katie Miller, the wife of Stephen Miller, the White House adviser, reposted it and basically said, “Look, this is the AI companies. They're building this bias into their models. If they talk like this, this is how their AI models are going to talk.”

So there is a cost politically to saying something right now, and so I don't want to be totally dismissive of the people who are doing that. I think they are displaying some backbone. But as you said, in some of these cases, they're saying about as little as they could.

2. X Becomes State Media

Kevin Roose

Mm-hmm. So, Casey, one of the last times we talked about political violence on the show was after the assassination of Charlie Kirk, when we talked about some of the online commentary and how weaponized it was feeling out there—how these platforms were becoming places full of rage bait and incendiary, provocative content, and how that was bad for us as a society. I'm curious: Does this feel like another case of that to you, or what are you seeing out there?

Casey Newton

I think there are definitely ways where it's similar, Kevin. People are drawn to conflict, and so are social networks, right? This is why Charlie Kirk was so successful in his way: He would create these conflicts by visiting college campuses and staging debates, and those conflicts would then go viral in ways that served him.

We're seeing a similar thing here, where the Trump administration uses spectacle as one of its main weapons. And if it can create a crisis that begets a bunch of video, that can serve its interest, too.

I think the real difference here is that Charlie Kirk did not have the power of the state behind him, and Trump does, right? Trump has an army behind him. He has thousands of ICE agents and other federal agents. And so we have just seen, after he returned to power, the way that various Trump administration officials would bring along influencers and their entourages when they would go about their business.

So last year, Kristi Noem brought a bunch of right-wing influencers with her when she visited an ICE operation happening in Portland. And another important thing here, Kevin, is the way that the Minneapolis operation began after a video alleging fraud in daycare centers went viral on X. In this very real way, a social platform is setting the president's policy agenda. So that's just very different from the Kirk stuff. The stakes are a lot higher here.

Kevin Roose

Right? I think in a lot of public spaces, what's happening in Minneapolis is not a 50/50 issue. I think it's a pretty widely held belief that federal agents should not be shooting protesters in the streets. But on X, you see people defending it. You see people spreading these conspiracy theories. You see people circulating this manipulated footage and these deepfake images that purport to show more of a violent standoff than there was.

And it just seems like a platform that has either decided to put its thumb on the scale in favor of the administration in its responses, or where just a lot of this is going on unchecked.

Casey Newton

Yeah. You predicted after Trump won that X was going to become state media, and I think that it basically has. This is where the Trump administration goes to get its policy ideas and to advance whatever operation they're working on at the moment.

And so you have just seen, all across X, administration officials making their case that this ICE campaign is justified or necessary.

Kevin Roose

Yeah. And I think another difference between what's going on now and the Charlie Kirk assassination is that the government itself is getting involved in actually producing some of this content. There was a great story by 2 reporters at The Washington Post last year about ICE's media strategy, which was based on a bunch of internal agency documents and messages they got.

What I found remarkable about this is that ICE, like some other federal agencies, now essentially has a team of content creators who work at the agency and who are spending every day trying to steer the narrative using the same techniques that a brand or a celebrity would. They're out there using paid social media tools. They have a team of producers and editors and video makers who are out there making clips.

It seems like these agencies are not just thinking that their jobs are enforcing the law. It seems like they are also trying to control the narrative around how they enforce the law.

Casey Newton

And I would say almost to the point where winning on social media has become almost the entire point, right? Yes, there are policy objectives here, but in a very real way, they seem secondary to getting the most retweets.

Kevin Roose

Yes.

Casey Newton

Yeah. So that feels new.

3. AI Blurs the Evidence

Kevin Roose

Right? So in addition to the government actively working to seize and control the narrative online about these events, we also have the rise of AI tools that are making it very hard for people to know what's real and what's not.

Casey Newton

Mhm.

Kevin Roose

So my colleagues at The New York Times had some reports on the way that AI was being used to alter images of Alex Pretti, the victim of this shooting. One was doctored to make him look like he was pointing a gun at an agent, although it was actually a phone. Another was used to enhance a blurry freeze-frame from a video of this shooting.

Casey Newton

And we should put “enhance” in air quotes because it didn't actually enhance it. It just made a bunch of stuff up.

Kevin Roose

Right. Exactly. So it was sort of upscaled in this way that introduced some errors into the image. Casey, I can't imagine this was surprising to you. We've seen this kind of thing after most major news events in the past couple of years, but did anything stick out to you about the actual media that was being circulated?

Casey Newton

Well, when it comes to online detectives who want to participate in the story of the day, that is not new. That's been going on for well over a decade. But Kevin, the White House released this AI-altered image of a civil rights attorney named Nakeema Levy Armstrong, who went to an anti-ICE protest last week and was arrested. In the aftermath of her arrest, the White House put out this image to make her look like she was crying her eyes out, when in fact she was not.

And it's kind of a weird story because DHS had already released the original, unaltered image before this altered one came out. But once the one of her crying—which, again, she wasn't doing—came out, J.D. Vance, the vice president, retweeted the image.

So the thing this has me thinking about is this phrase that got associated with Russia in the 2010s: “Nothing is true and everything is possible.” It referred to the way that Putin and his lieutenants would try to shape a world where you just couldn't trust anything that you were seeing anymore. The state invested huge resources into just blurring the line between truth and fiction. And if you wanted to know what was really happening, you were just going to have to invest enormous amounts of resources.

And the way that this serves the administration is this concept we've talked about a few times on the show that I love, which is called the liar's dividend. It means that because people know that evidence can be fabricated, no matter what evidence you see now, you're always wondering, “Was this maybe fabricated?” And that just erodes trust in our society more broadly.

So I think it's hugely irresponsible for the vice president to be sharing these sorts of images. But when the administration has been asked, “What are you doing here? Why are you sharing these obviously doctored images?” a spokesman for the White House just said, “The memes will continue,” which I honestly found chilling.

Kevin Roose

Yeah. What do you think the platforms should be doing about this? Should they be taking down doctored images? Should they be applying some sort of label? What is the correct response here?

Casey Newton

Well, I go back to the way platforms handled this during the first Trump administration, where they were much likelier to act. During the 2020 election, when President Trump was sharing misinformation about mail-in voting ballots, Twitter put a label on his post that directed people to high-quality information about how mail-in voting actually worked.

Now, of course, Twitter doesn't exist. Elon Musk owns X. And if anybody is going to correct anything, it's going to be in this Community Notes feature, which is just this volunteer crowdsourcing effort. And I'm glad that it exists. I'd rather have it than not have it. But, of course, it's unpredictable and doesn't always appear in a timely fashion.

It's my view that platforms have a strong interest in labeling obviously AI-generated content. I think that if you want people to trust your platform, you should take steps to help them understand what they're seeing is real and what is false. But, of course, in many cases, they're going to be terrified to do that because there might be a mean tweet about them.

Kevin Roose

Right. Exactly. And I think, too, for me, what I've been thinking about is less the platform response and more the AI companies. Obviously, I have AI on the brain sort of permanently. But I think this is actually why these companies should support regulation for the technology that they're building, because right now they're in this fragile state where they can't really speak up against the administration in very forceful terms without risking some kind of retaliation: some new law, just a bunch of mean tweets. There are actual political risks to taking a stand on something.

Even if they were to come out now and say, “Oh, we're going to apply a label to AI-generated images that are misleading, or we're going to have some kind of watermarking system,” I think some people in the Trump administration would interpret that as a response to what they were doing, and they would get mad about it.

Casey Newton

Yeah. They call it censorship.

Kevin Roose

Exactly. So I think this is actually the case for regulation that is passed by Congress, signed into law, and persists across administrations, so that you don't have to operate in this weird limbo where you're trying to do the right thing but you're scared that the administration will punish you for that, and anything that you do is going to be seen, correctly or not, as a reactive countermeasure instead of just having one set of rules that apply across all administrations.

I think one set of rules is a great idea. I think we should pursue this. I also think that if you find yourself in a situation where there's a presidential administration that decides it wants to lie about what is happening and is willing to fabricate evidence to support those lies, platform policy is only going to help you so much.

I want it to exist. I want to be able to trust in it. I just want to also point out there are limits to it.

4. Phones Become the Battlefield

Casey Newton

Exactly. I want to talk about this other dynamic here, Kevin, which in my head I've been calling the battle of phone versus phone. Smartphones are playing a central role in this conflict. And while, of course, phones have long been part of protests, I feel like we're seeing a direct confrontation between the state and the protesters involving the phone in a way that we haven't quite seen before.

Kevin Roose

Yeah, this stuck out to me, too, as I was looking at some of the awful videos of the shooting of Alex Pretti. Everyone's holding phones, right? This is now a standard part of any confrontation with law enforcement in this country: if there's anyone around to witness it, there are going to be phones pointed at it. Someone is going to be filming that.

Casey Newton

Absolutely. Alex Pretti was holding a phone when he was shot. Renee Good's partner was filming when Renee was shot, and videos of their killings have spread on social networks and I think have significantly shifted public opinion against the Trump administration. Governor Tim Walz of Minnesota said, “Carry your phone with you at all times in order to help us create a database of the atrocities against Minnesotans.”

This is a dynamic I think we have seen before. You can go all the way back to the Arab Spring and look at the way that people were posting on Twitter images of state violence. Here's, I think, the twist. The Trump administration has been doing 2 things.

One, they've been putting pressure on American citizens not to film. DHS Secretary Kristi Noem said in a press briefing in July, “Violence is anything that threatens them and their safety. So, it is doxing them. It's videotaping them where they're at when they're out on operations.”

Also, Tricia McLaughlin, who's the DHS assistant secretary for public affairs, said in a statement, quote, “Videotaping ICE law enforcement and posting photos and videos of them online is doxing our agents. We will prosecute those who illegally harass ICE agents to the fullest extent of the law.”

So there's this recognition in the Trump administration that being filmed and having your video put on social media is dangerous to you. And we've started to see a lot of threats against people who are doing this.

And we should just say it is not illegal to film law enforcement. It is not doxing to post the name or the image of a federal agent who is operating on behalf of the state. These people wear badges, or at least they're supposed to, because we want this sort of public accountability. If they are acting in ways that are illegal or unethical, we want to be able to hold those individuals accountable.

But I agree that there's this feeling among certain members of the administration that these phones present a danger.

Absolutely. And when you consider the fact that all of these ICE agents are just permanently masked when they're out in the world, it makes you wonder, Kevin: What are they more scared of? Is it the guns that some of these protesters may be legally carrying, as Alex Pretti was? Or is it the phones that are in their hands? Is it the threat that someone will find out who they are and what they're doing and link it back to their actual identity?

There's this final thing that we're seeing in this phone-versus-phone battle, though, Kevin, and this is where I also think that we're in some new territory, which is that the Trump administration is bringing their own phones to the battle. They're bringing along those conservative influencers. They're giving them talking points and ideas for what sorts of videos they might post. There's a long tradition of the government using celebrities and influencers to promote their worldview or various things that they're doing.

But the thing in Minneapolis that seems really different to me is that it is almost like phone-to-phone combat between Americans, right? You have protesters who are trying to document what is happening, and you have the administration trying to shoot photos and videos to suggest that these are very effective anti-immigration raids.

Kevin Roose

Yeah. And I think for me, the question is what happens when the videos—the artifacts that these phones are producing themselves—become untrustworthy? As you mentioned, people were filming the Arab Spring to try to bring accountability to their leaders. When people started taping their encounters with law enforcement 10 or 15 years ago, it was seen as verifiable proof that what you saw filmed from these cameras was what actually happened.

I don't think we can make that assumption anymore. I think we are no longer in the era of video being proof that something happened, or pictures or any other form of media. I think we have entered this kind of postmodern state where things need to be interpreted in context, and there is no one canonical source of truth.

Casey Newton

That is true. And yet, at the same time, I have a more optimistic view of where we are, at least in this moment, because this particular shooting, the Alex Pretti shooting, was filmed from many different angles. Journalists put a lot of work into verifying the videos that were posted. Interestingly, as they spread on social media, there was not a big movement to say, “These videos are fake.” There just wasn't.

Kevin Roose

And in fact, I think the video of Pretti's killing shocked the conscience of many Americans, some of whom had previously been fully aligned with the Trump administration in these anti-immigration raids, right? We saw the NRA criticize the administration's portrayal of Alex Pretti's killing, which I think really shocked a lot of people.

In a very grim moment, the silver lining for me was that Americans do still trust the video that they are seeing, including the video being shared on social media, and they are not immediately leaping to, “I am being lied to. This is just manufactured evidence from partisans.” Now, of course, the question is how long that state of affairs will hold as AI tools improve. Does that bargain break?

But I don't know. There's something happening here where, if enough people see it, if the video is captured from enough different angles, and if the administration isn't willing to just lie at an ever-greater scale and manufacture ever more evidence to support its version, maybe the truth survives here. Yeah. Well, that's a hopeful note to end this discussion on, and I'm glad we talked about this.

Casey, did you watch Alex Honnold's free solo of Taipei 101 on Netflix?

Casey Newton

I was able to watch about 60 seconds of it, and my palms started sweating so much I thought I was in “8 Mile.”

Kevin Roose

Yes, it was very nerve-racking. But speaking of extreme risk-takers, daredevils, people who take their lives into their own hands, I hear you have actually been experimenting with some new technology this week.

5. Moltbot Enters the Danger Zone

Casey Newton

I have, Kevin. I have installed Moltbot, formerly known as Clawdbot, onto my laptop, and I've said, “Damn the consequences.”

Kevin Roose

Yes. And this is kind of the AI version of a free solo up Taipei 101. My understanding is that this is insane behavior. So please tell me about Clawdbot, which we should say is not affiliated with the Anthropic Claude chatbot. It is spelled—or was spelled—C-L-A-W-D.

Casey Newton

So, Clawd, like a lobster, is clawed.

Kevin Roose

Yes. And it has since changed its name to Moltbot, I guess because of some copyright concerns.

Casey Newton

Well, when lobsters shed their shells, they're molting. And so now the former Clawdbot is Moltbot. This thing was the talk of the town over the past weekend. I saw many people who work in tech in San Francisco becoming obsessed with this tool, talking about how it was running their entire lives.

I'm glad that you experimented with it so that I didn't have to, and now you can tell me about it. But let's do our disclosures real quick, because we are going to talk about Anthropic and other companies in this.

My boyfriend works at Anthropic.

Kevin Roose

And I work for The New York Times, which is suing OpenAI, Microsoft, and Perplexity over alleged copyright violations.

Casey Newton

Yeah. Well, I first saw Clawdbot in a post on MacStories by the great Federico Viticci. Federico, like me, is always ready at the drop of a hat to make some new piece of software his entire personality. Clawdbot looked like one of those things.

It is a free, open-source personal AI agent that you can run on your computer, plug into various systems, services, and AI tools, and, if all goes according to plan, have something resembling a little genie inside your computer who can work for you.

Kevin Roose

So, Casey, who created this bot?

Casey Newton

Clawdbot, now Moltbot, was created by a developer named Peter Steinberger. He has worked on many cool, hacky, tinkery projects. You can go to his GitHub and see dozens of projects that he has worked on that are all in this do-it-yourself vein.

He started Clawdbot to scratch his own itch. Basically, he observed that there was no great personal assistant agent yet on the market, and he wondered if he could figure out a way to use Claude Code through WhatsApp. That's how the whole project began.

Kevin Roose

Okay. So you saw this and thought, “I should try this.” How easy or hard was it to set up?

Casey Newton

I would say the setup is pretty easy. If you've installed Claude Code, it will feel quite familiar. You go to the Moltbot website, grab a little one-line piece of code, put it in your terminal, and it will begin the setup process.

Kevin Roose

I saw a lot of people over the weekend talking about how they were buying Mac Minis to install this thing, sort of giving it its own computer. What is the deal with that? Why are people doing this on separate computers rather than their main computer?

Casey Newton

Yeah. Well, like when you free solo a giant skyscraper, Kevin, there is some risk involved with installing an AI agent onto your main machine. A few of the risks I would name are that somebody could just hack into your computer. Clawdbot can connect to a messaging app like Telegram. If somebody hacks into your Telegram account, theoretically, they could take over your entire computer and do anything on it that you could.

Kevin Roose

Yeah. So we should just say: Don't do this. Do as Casey says, not as he does. This is a very bad idea, and you like to live on the edge a little bit. What were you thinking?

Casey Newton

Yeah. Well, what I was thinking was, first of all, I have disabled the Telegram integration. So I have gotten rid of that particular attack surface, and I'm also being careful.

Kevin Roose

How are you buying your drugs?

Casey Newton

No comment. So, yeah. Anyway, that's one of the risks. You have the prompt-injection attack risk, which is that you will visit a website that has some hidden instructions buried in it, and the agent will see them and follow those instructions. That's very hard to protect against.

Basically, if you're going to use something like this, you would be better off putting it in what they call a sandbox, some sort of contained environment where it only has access to a narrow range of tools and nothing that has access to, for example, your bank account. So that's the right way to do it. I tried to do it in a way that is undeniably risky, but I've tried to take the precautions I can.

6. Moltbot Builds a Daily Briefing

I'm only connecting it to services that are not life-or-death for me. As I'm sure we'll get into, the main thing that I've been doing with Moltbot is trying to build a personal daily briefing for myself. I do not have it working for me as a full-time AI employee that is out browsing the web and doing a bunch of errands on my behalf every day.

Kevin Roose

Right, which is the kind of thing that I saw people experimenting with, or at least posting about, this weekend. We've been talking a lot about agentic AI systems. How is this different? Is it just that it can connect to stuff that Claude Code, Codex, or all these other coding tools can't?

Casey Newton

The first thing to say is that, yes, this is actually a lot like Claude Code or maybe Codex from OpenAI. You can get a lot of the same benefits out of one of those tools as you can with Clawdbot.

Clawdbot, though, tries to offer a few things to distinguish it. No. 1, it runs locally on your computer. That's important to a lot of people. There are actually ways to restrict the amount of data that it is sending back into the cloud. No. 2, it has a better memory system than Claude Code currently does.

In Claude Code, you're always trying to cram everything into a context window, and often you'll run out of context window and it has to compact the conversation. You often feel like you're starting from scratch, and Claude can't remember what you did yesterday.

What Moltbot does is just write memories to a Markdown file and continuously revisit it. In my experience, it has been a little bit better at understanding. For example, if you built a tool with it the previous day and want to make a tweak to it, it knows where to look to find that project and edit it, which sounds very simple, but it's actually something that Claude Code is very bad at and has frustrated me constantly.

Kevin Roose

Like if North Korean state hackers are infiltrating your machine and stealing your money, it will sort of leave them a nice little Markdown file that they can return to the next time they want to steal from you.

Casey Newton

That’s right. It’ll say, “Here’s exactly how to break into the vault.” Okay, yeah.

Kevin Roose

Okay, good. You’re really reassuring me here. So, give me a sense of what Moltbot is doing for you. Give me 1 example of something that it has done that other AI tools have not been able to do.

Casey Newton

Well, yeah. So, again, danger zone, but I wired it up to my email and my calendar.

Kevin Roose

Oh my God. And I thought—I didn’t know I was in the presence of Evel Knievel. You are truly doing the most out here. What happened to you?

Casey Newton

I’m always on the hunt for something interesting to write about, is the honest answer to that question, and I want to see if maybe this would be one of those things.

Kevin Roose

As 1 of my mentors used to say, it’ll either be a good time or a good story.

Casey Newton

There you go. There you go. And I would say this is probably more in the realm of a good story than a good time.

Yes. But I connected it to my email, my calendar, and a few other services, and I thought it would be great if, in the morning, when I visited my Clawdbot and just wrote “good morning,” I would get a nice briefing that would have things like: Here’s the weather. Here are some important emails you should answer. Here are the calendar events that you have going on today.

And then I thought, okay, now I want to make it extremely specific to me, right? Because this is maybe where AI can help me get beyond the very basic stuff, like email and calendar. So I said, “I want you to tell me whenever there is a new pro wrestling pay-per-view on TV. I want you to tell me when there’s a new episode of RuPaul’s Drag Race. Every Thursday, I want you to tell me what movies are coming out this week, who stars in them, and give me a 1-sentence synopsis.”

And so I just started typing into the box. You’re saying, “Here’s what I think the best daily briefing would look like for me.” By hook and by crook, over a handful of days, I got something, Kevin, that works about 70% of the time.

Kevin Roose

This is why you can’t buy RAM, because you need your RuPaul’s Drag Race briefing.

Casey Newton

Yeah, it’s definitely me and not the 800 data centers that are being built all over the world.

Kevin Roose

I have not seen this in action yet. Can you just show me, or tell me how you actually use this thing?

Casey Newton

Yeah, I can show it to you. Let’s see. I’ll open up my Clawdbot here, and this is running in—you’re going to see this in a browser window, but this is running locally. So, let’s see that—

Kevin Roose

Can I talk to it?

Casey Newton

No. I have it trained on your voice not to respond to anything you say.

Kevin Roose

Okay.

Casey Newton

But I can just type “good morning” in here, and it’ll think for a second and then pull up a briefing. But you can see it’s a plain beige chat window. Nothing fancy.

A lot of people are messaging Moltbot through third-party messaging apps. There are ways to hook it up to WhatsApp, Discord, Telegram, and various other messaging apps. That’s very convenient. It means you can easily access it from your phone, but of course then there’s a lot of risk involved.

Kevin Roose

What can it do? Show me 1 thing it can do.

Casey Newton

Yeah. It’s going to pull up the briefing I’ve been putting together. You’re going to see it come up here. It’s going to show you the weather, some emails you might want to look at, and some overdue tasks that you have in your to-do app.

You’re also probably noticing that it’s taking a really long time. Now, I want to say something about this thing that I did. I wanted to be able to get this sort of daily briefing that I’ve described just by typing the words “good morning” into Clawdbot.

I’ve already done this a few times this morning as I was testing and preparing for this segment, so that might be why this broke. But I just want to point out that, in this moment, the thing that I built did not work.

One reason why I was excited to talk about Claude Code on a recent episode was that I felt like this had gotten to a point where, if you told Claude Code to do something, it basically would just work. And I’m telling you, I do not personally believe, in my own experience, that Clawdbot is yet at that level.

I now run into this every day that I use it, where I will tell it to do something and something will break along the way and it won’t quite work. So, what is going on under the hood? Here’s the great part of vibe coding: I have no idea, and I never will.

Kevin Roose

Yes. This thing is wild, and I think we should just make a little caveat that you should not install this on your machine unless you know what you are doing and are willing to take some risks. Put it on your ex-boyfriend’s machine.

Casey Newton

So, I mean, look, here’s the thing. I entered into this thinking this might be something really fantastic that could be a new way that I use my computer, and over the first few days of using it, my expectations have been managed, I would say, very far downward.

The security risks, as you mentioned, are not at all resolved. This is not a safe tool to use for a lot of things. But honestly, in some ways, just as important to me, it does not enable that much new stuff, right?

You can spend a lot of time hacking around, wiring up various services, having that feeling that you’re being productive, and then when you look back on it a day later, you’re like, “Okay, well, I have a very complicated new widget that’s telling me the weather.”

So why are people so worked up about this? The way that people were talking about Clawdbot, Moltbot, over the weekend, it was like the rapture had happened and Jesus had come back. So why are people so excited about this?

Kevin Roose

So here’s my best guess. I think that Clawdbot is a very compelling vision of the future, right? We have lived in a world where, to do anything, basically since the dawn of personal computing, you’ve needed a dedicated piece of software that had a discrete set of capabilities.

And Clawdbot and AI come along and they start to chip away at that vision of the world, and they say, “What if instead of having a bunch of apps on your computer, Kevin, there was just a genie who lived inside your computer, and every time you had a wish, you could go to the genie and say, ‘Genie, I wish for you to make me a website,’ and then, abracadabra, to quote Lady Gaga, it exists?”

That is something that is really interesting. And while it is only barely beginning to become possible, I can imagine what a good version of Siri would look like in the year 2036.

Casey Newton

Yeah. I mean, yes, it may arrive a little sooner than that. We’ll see.

Kevin Roose

But that was my first thought: This is actually the thing that Apple said they were building into Siri. It seems like this 1 random developer has actually gone out and built it. Maybe it doesn’t work all the time. Maybe it’s got all these risks, but it does feel like people are figuring out how to stitch these tools together.

I’ll show you—or tell you about—1 example of an interaction with Moltbot that got me thinking somewhat excitedly and also nervously about the future. This is a user named Alex Finn who posted this screenshot of his Moltbot, and he says, “Can you make a reservation for me at this restaurant?”

Then the bot says, “I can’t book directly through OpenTable right now, but if you want me to just call them, I can call and book under your name.” And the bot actually did use a synthetic voice from ElevenLabs to call the restaurant and place this reservation.

So that, to me, was—I have not verified that this example works. I have not tried this on my own machine. I will not be installing this bot, because I value my security and my data. But this is the kind of thing where, if it does work in a sustained way, this would actually be a very useful tool for a lot of people.

Casey Newton

Yeah. And this is honestly just what it is often like to cover technology: You are writing about stuff that is directionally correct, way too early, and barely works.

And I think a lot of people’s relationship to stuff like that is they don’t want to know about it because it’s irrelevant to them. But I think for you and me, it’s really important to pay attention to that frontier because it’s been our observation, particularly in the AI era, that stuff that barely works in January might be pretty freaking good by November.

So that’s why I have my eyes on this one. I think you’re seeing it starting to capture people’s imaginations and say, “Well, what if there was a safe version of this? What if this was just natively part of the operating system? What if I could trust it with all of my personal information? Maybe I would never have to visit OpenTable ever again, right? And what a world that would be.”

7. The AI Adoption Divide

Kevin Roose

Yeah. Casey, I want to talk a little bit about this tweet that you got a lot of heat for over the weekend.

Casey Newton

A heat tweet. I was watching all this happen, with everyone experimenting and tinkering with Clawdbot, Moltbot, and I started feeling like the gap we are seeing between the people who are early adopters on this stuff is really diverging from the people who are more cautious, who are more skeptical, who really are only using chatbots in the way people were using them in 2023.

People got very mad at me for making this. They thought I was endorsing this early-adoption mindset where you turn over all of your decision-making to an AI chatbot and you let these Claude swarms run your life.

Kevin Roose

And I guess I’m curious whether you think I was right there or wrong. Do you think there is something notable going on here?

Casey Newton

Well, let’s go to the text. Listen, if you ever want to know what’s a gift you can give any man, ask him to read one of his tweets out loud. So, Kevin, why don’t you read us this tweet?

Kevin Roose

Okay. I wrote, “I follow AI adoption pretty closely, and I’ve never seen such a yawning inside-outside gap. People in San Francisco are putting multi-agent Claude swarms in charge of their lives, consulting chatbots before every decision, wireheading to a degree only sci-fi writers dared to imagine. People elsewhere are still trying to get approval to use Copilot in Teams, if they’re using AI at all.”

The backstory here is that I had just been meeting with some groups about their AI policy. These are schools, nonprofits, people who want to know: How should we be using this stuff? And I’ve been struck recently that so much of what people are struggling with is the same thing they were struggling with a couple of years ago.

It’s like, what is my enterprise IT policy about letting people use AI? Should people be allowed to use AI to take notes in meetings or write performance reviews? It’s these institutional rules for the last generation of AI products. And what’s really been striking to me is how little people seem to believe that the future and the past are going to look very different from each other.

Casey Newton

We are heading into something new and strange, something that requires us to shift the way we think about these things. So I think that what you’re hitting on is a dynamic that has long been predicted among those who say that the diffusion of AI technologies will be slower than the accelerationists think, because it will just run into a lot of institutional roadblocks and bottlenecks along the way.

Here in the real world, we do have IT policies. We do have companies that aren’t going to let you install whatever AI tool you want on your laptop. And we have a startup ecosystem full of wireheads that doesn’t have any IT policies. The minute that some crazy new insecure open-source project comes out, they put it on their laptop to see what they can do.

And so that dynamic, I think, is going to persist. And I think the question is, is there any real alpha to be gained by these wireheads who have access to Clawdbot, who can try any new AI tools, and who can lean all the way in? Or do they wind up just spinning their wheels a lot, running into a bunch of security problems, getting their GitHub accounts compromised, and having phony crypto coins associated with their names?

There’s going to be some variation. People are going to have different outcomes, but I think that’s what we want to watch.

Kevin Roose

Yeah. And I’m worried about this sort of new axis of polarization that I think is starting to happen right now. It’s like, do you think this technology is real and important, or do you think it is fake and overhyped? And I think we are starting to see the results of that polarization, where the minute something new comes out, you have thousands of people rushing to try it on GitHub and install it on their machines. And you have other people saying, “Stop this train. You’re all huge nerds and losers, and we should focus on the problems that people really have.”

Right now, I think it’s debatable whether these tools are actually supercharging people outside of maybe coding, which I think is its own special domain. Maybe this is all productivity theater, and people are going to regret installing these things and go back to using Google Calendar, the Notes app, and whatever else they’re using, like the rest of us.

But I worry that in the world where this stuff does actually continue to improve, where it’s not just productivity theater, the people who are using things like whatever the 17th version of Clawdbot that actually works are may be way more productive than the people who are still doing things by hand. In the same way that I think if you’re a coder today who writes your code by hand and doesn’t use any of these AI-assisted coding tools, you’re actually just much less competitive and much less well-suited to succeed than the people who are using the tools.

Casey Newton

Maybe I think that if these tools wind up being as productive as you are suggesting, they will sell themselves to the mainstream, right? You don’t have to convince anyone to get an email account or buy a smartphone. They know that’s going to be helpful in their lives.

I think the concern that you’re seeing among people who are more skeptical—and part of it is just reflexive skepticism and maybe a resistance to change—but part of it is that it’s actually not clear to me that this is going to help me in my life. Maybe this is just a tool being built by people who do not have my best interests at heart, who are mostly just trying to take my job away for their own purposes.

To the extent that these tools can help empower people, help them make money, help them get and keep their jobs, and help them find work that they like to do, I think you’re going to see very enthusiastic adoption. But if it just remains, “This is getting better and better at doing the thing that I’m currently being paid to do,” you better believe we’re going to continue to see a lot of resistance.

Kevin Roose

Yeah. I’m not saying that people should be excited or enthusiastic or adopt every new tool the minute it’s out. I think there are very good reasons to be worried about and skeptical of some of the hype that’s out there.

At the same time, I do want people to understand what the tools are capable of doing. Right now, we have a situation where if you are at a big company or a more traditional organization, you are probably not able to use this stuff, at least not at work, on your work devices. If people are experimenting with this stuff and deciding this is not for me, that feels like a totally fine outcome to me.

But if people aren’t even aware that these tools are out there, or that people who are using them are getting some benefits from them, I just worry that they’re going to get left behind. And I was thinking about this in part because of something else that happened this weekend, which is that Andrej Karpathy, the legendary AI researcher, came down off Mount Olympus to give one of his regular pronouncements about the state of these AI coding tools.

And he said that programs like Claude Code and Codex are “easily the biggest change to my basic work coding workflow in 2 decades of programming,” and that it happened over the course of a few weeks. This is one of the most accomplished programmers in the world, someone who has built and maintained huge, complex systems, saying that he is trying to adjust to this new era.

His job—the old job, the job that he spent his whole career doing—has essentially been taken over. And if that is true for him, it is also true for other programmers. And if that is true for programmers, it is probably true for people in other areas, or will be soon.

Casey Newton

Yeah. Well, the good news is everyone on the Hard Fork show is now fully aware of all of this. So if you listen to the show, you’re caught up. And if you don’t, once again, you’re out of luck.

Kevin Roose

Yep. That’s the moral of the story.

Casey Newton

Mhm.

8. HatGPT Draws the News

Kevin Roose

Casey, it’s time for HatGPT. HatGPT, of course, is the game we play where we put a bunch of the week’s top stories into a hat, draw them at random, and discuss them until the other person gets bored and says, “Stop generating.”

Casey Newton

Should we use our Hard Fork hat?

Kevin Roose

Please produce the Hard Fork hat. This is an official piece of Hard Fork merchandise.

Casey Newton

Very nice.

Kevin Roose

Now, is this still available for people to buy?

Casey Newton

I don’t think so.

Kevin Roose

Good. I want to gatekeep it. You can’t have it. But there’s a different Hard Fork hat that you can buy at The New York Times shop.

Casey Newton

Oh, well, there you go.

Kevin Roose

Yeah. All proceeds go to supporting journalism. It’s about time somebody supported journalism. Okay, here we go. You’re up first.

Casey Newton

All right. Well, Kevin, this story comes to us from Business Insider: Some Amazon employees got a calendar invitation titled “Project Dawn” discussing upcoming job cuts.

On Wednesday, Amazon announced 16,000 layoffs. The day before that, Amazon seemed to mistakenly send employees a calendar invite about those very layoffs. It was for an event at 5:00 a.m. Pacific time on Wednesday, but was canceled shortly after it was sent. And so, the layoffs were called Project Dawn.

Kevin Roose

Yeah, that’s bad. We shouldn’t do that. I’m pretty sure I’ve played a sci-fi video game where Project Dawn was the name of an effort to wipe out all of humanity.

Casey Newton

God, just say Project Layoffs, Project Hatchet, Project Costing—

Kevin Roose

Project Bye-Bye—

Casey Newton

Project Efficiency.

Kevin Roose

Much better names. Let’s not call this something that sounds like a science-fiction movie.

Casey Newton

Now, here’s what I hope. I hope that reporters stay on the case and figure out which AI tool is responsible for that calendar invitation being sent. They’re deploying Clawdbot, and it’s sending people random notices about their layoffs. Okay, stop generating.

Kevin Roose

This one comes to us from The Guardian. Former FTX crypto executive Caroline Ellison has been released from federal custody. She served about 14 months for her involvement in the multibillion-dollar FTX fraud scandal.

She was originally sentenced to 2 years. Her release comes as the whole FTX saga is set to be turned into a Netflix series this fall called “The Altruists,” starring Julia Garner and Anthony Boyle.

Casey Newton

Here’s what I will say about the icon Caroline Ellison: Kevin, never have I been more confident in my life that someone was about to start a Substack. So, we want to wish Caroline well on her upcoming journey into content creation. I would be very excited to read her Substack because she is actually a good writer.

Kevin Roose

I enjoyed the Tumblr posts of hers that I read during the sort of conflagration at FTX, and I think we should officially extend Caroline Ellison the invite to come on Hard Fork.

Casey Newton

Absolutely. In the gay community, we love a problematic queen, and we believe everyone deserves a second chance. So, Caroline, get in touch. We’d love that.

Now, this one really has been the talk of the town, Kevin. A TikTok data center outage triggered a trust crisis for its new U.S. owners. This comes to us from Wired.

Over the past week, ByteDance officially transferred control of its American business to a new subsidiary with a group of majority-American investors, and things immediately went haywire. We’ve seen celebrity after celebrity, along with a bunch of politicians, raising claims of censorship, saying that as they have tried to post in protest of ICE, their posts are getting zero views or not appearing at all.

Gavin Newsom, the governor of California, has said he is launching an investigation because he tried to send the word “Epstein” in a direct message and it did not appear, which was something that other users reported as well. So, what do we think is going on with this new TikTok?

Kevin Roose

I have tuned out most TikTok-related news because I think I made the logical conclusion that nothing was ever going to happen to TikTok and just said, “Wake me up when it happens.”

Casey Newton

But I’m awake now.

Kevin Roose

Wake up, sheeple. There are 2 things that have happened. One, TikTok was sold. And then the second thing is this theory that these new owners might be trying to put their thumbs on the scale and suppress certain content they don’t like.

I don’t know if this is happening or not. I always go back to the line, “Never attribute to malice what could be attributed to stupidity.” I think probably during the transfer, some stuff got shuffled and some cords got pulled. But do you think there’s anything real here?

Casey Newton

I would be very surprised if there is. It pains me to say this because this controversy has roped in some of my favorite celebrities. Billie Eilish and Meg Stalter are out there posting about this. Meg Stalter said she’s going to delete her TikTok account.

I would just urge a little bit of calm here. If you’ve ever moved apartments, you know that some of the dishware gets shattered in the move. I think something like that is happening here. We know there was an outage at one of the company’s data centers.

We’ve seen stories in the past where, for some limited period of time, YouTube videos were showing zero views. It didn’t actually mean no one was watching them; it meant that the view counter was broken. So, I’m not saying trust TikTok U.S. forever. I am saying that in this particular case, which did admittedly happen at a very bad time for them, it probably was some sort of technical bug.

Kevin Roose

Yeah, they installed Moltbot on their servers, and it’s just been ordering stuff.

Casey Newton

Okay, next up we have “Anthropic CEO’s Grave Warning: AI Will Test Us as a Species.” This comes to us from Axios, and it is about a new 38-page, 19,000-word essay by Dario Amodei, the CEO of Anthropic, titled “The Adolescence of Technology.”

This is a follow-up to his hit essay “Machines of Loving Grace,” which we talked about with him on the show. This one is kind of the flip side of that. That one was all about how AI might create this amazing acceleration of scientific progress—all the optimistic things. This is Dario saying, “Let’s not get too excited here,” because there are also all these scary things that could happen as a result of AI.

Kevin Roose

Yeah, I think he should have titled it “Machines of Violent Domination,” since that seemed to be what most of the essay was about. Of course, we always love to read essays like this from the CEOs of the companies that are actually building the Torment Nexus. It’s like we’re all trying to find the guy who built the country of geniuses in a data center.

Casey Newton

I think his name was Dario something. Anyway, we’ll look that up later. Might be wearing a hot dog costume.

Kevin Roose

What I don’t understand is how these people have time to write. I would find that writing a 19,000-word essay would take me several weeks. I don’t run a large, multibillion-dollar AI company, so whatever kind of productivity-enhancing, focus-enhancing drugs Dario is on, I would like to get some of those.

Casey Newton

On a bit more serious note, I feel like the last essay got a lot more attention.

Kevin Roose

No one seems to want to read about any of the potential downsides of AI.

Casey Newton

Well, I think there are a couple things here. One is that it was somewhat out of character for Dario to put out an optimistic essay about AI. He’s known within the AI community as something of a worrier about the risks. He’s been writing papers about risks from AI for many years.

Anthropic sort of billed itself as the AI safety company. So, I think it just was a little more notable when he was saying, “Well, actually, people think I’m this doomer, but I’m actually quite excited about this technology.”

I think this latest essay is just more in line with what he’s been saying all along, which is that these systems are getting better quite quickly, they present all these new dangers, and we don’t know where it’s all heading.

Kevin Roose

Here’s an essay that would have gotten more attention: “The 5 Worst Decisions Made by My Rivals.” Something to think about.

Casey Newton

All right. All right. You hate to see this one, Kevin. An app for quitting porn leaked users’ masturbation habits. This comes from 404 Media.

Kevin Roose

The name of that app? Salesforce. The name of this app is being withheld to protect the privacy of the masturbator, Kevin. This was an app that purported to help people stop consuming pornography, and it exposed highly sensitive data. Some of the data included users’ ages, how often they masturbate, and how viewing pornography makes them feel.

I have to say, this is a sticky situation, and I think it’s gotten entirely out of hand.

Casey Newton

What? You don’t agree?

Kevin Roose

I wondered why you wanted this one in the segment, and now I know it was to make that joke.

Casey Newton

I didn’t even put it in here. But here’s what I will say: I’m serious. I’m calling for a full investigation because I think it’s important that, at the end of this, we are able to finger the culprit.

Kevin Roose

What? Why are you laughing? This is serious.

Casey Newton

These people had their data leaked.

All right. Okay, this one’s a doozy, Casey. This one comes to us from Dig Watch, and it is titled “Alaska Student Arrested After Eating AI-Generated Art in Protest.”

On January 13, Graham Granger, a film and performing arts major at the University of Alaska Fairbanks, was arrested and charged with criminal mischief after ripping AI-assisted artwork from a campus gallery wall and eating around 57 of the images as part of what he describes as a protest and performance piece against the use of AI in art.

Now, I’ve heard of consuming content, but this is taking it too far. I love this so much. Move over, Banksy. I maybe will reflect further on this and not feel this way, but here’s how I feel right now: I think it’s a great protest.

Casey Newton

Honestly, no, because this was another student’s artwork.

Kevin Roose

Now, let me be clear: I don’t actually know anything about this art or how it was made. But what I can tell you is that people often save a backup to their desktop. So maybe that could come into play here.

Casey Newton

Maybe it could, maybe it couldn’t. Maybe this was great art. We’ll never know because now it’s sitting in Graham’s intestines.

Kevin Roose

And it was delicious.

Casey Newton

They make them different up there in Alaska, Kevin.

All right. Oh, now, here’s a story that I think we all saw coming, and now it’s here and we’re like, “Oh, finally.” Steak ’n Shake has added $5 million in Bitcoin exposure, deepening its commitment to Bitcoin. You might be surprised to learn that this one comes from Bitcoin Magazine.

Steak ’n Shake, which is one of the greatest triumphs of the Midwest, I think we could say, is a place where you can get a delicious hamburger and a milkshake. It’s continuing what it calls its burger-to-Bitcoin transformation.

In a post on X, the restaurant chain wrote that it had increased its Bitcoin exposure by $5 million in notional value, or as it’s sometimes called, value, and that all Bitcoin sales go into our strategic Bitcoin reserve. So, Kevin, anything you could tell us about what you think Steak ’n Shake should do with its Bitcoin holdings?

Kevin Roose

I think they should expand to the West Coast, right? Obviously, In-N-Out has a monopoly on that kind of experience out here, but I grew up eating Steak ’n Shake in my Midwestern town, and it slaps. It’s really good. They’ve got a good steakburger.

Unfortunately, many years ago now, the chain was acquired by a private equity guy named Sardar Biglari, who has made some very strange decisions, including putting his own picture up at every Steak ’n Shake.

Oh my God. Like a tinpot chairman now.

Casey Newton

Yes. He’s opening versions of Steak ’n Shake in European cities. There was one in Cannes the last time I was there. I was like, “What’s a Steak ’n Shake doing in Cannes?” This guy, for some context, was also the owner of Maxim magazine. This is part of his lifestyle brand.

Kevin Roose

And now he’s become a big crypto guy and wants to increase Steak ’n Shake’s profits by investing some of its money in Bitcoin.

Casey Newton

Well, let me say that I hope that someday we get a big sorry from Mr. Biglari.

Kevin Roose

This one comes to us from The Information. Apple is developing an AI-powered wearable pin the size of the AirTag that is equipped with multiple cameras, a speaker, microphones, and wireless charging, according to people with direct knowledge of the project. The device, this report claims, could be released as early as 2027. I think this is really interesting because this shows Apple pursuing what I like to call its Vision Pro approach to hardware, which is making things that cost $3,500 and you’re not sure what they do—

Casey Newton

—but they are available. This is total vindication for the Humane Pin.

Kevin Roose

Really is.

Casey Newton

They died too young.

Kevin Roose

Are they going to be upset that they let the Humane AI Pin go to work at HP and didn’t snap it up when they had the chance?

Casey Newton

No, I think they’ll be okay.

Kevin Roose

But I think they are trying to compete with OpenAI, which is also reportedly developing some sort of pin-like hardware thing. And I, for one, cannot wait to buy and then immediately lose this.

Casey Newton

Yeah. Well, look, I’m just excited that AirTags are going to have a second use beyond illegally stalking your ex.

Kevin Roose

You’ve got to stop doing that.

Casey Newton

Yeah.

Casey Newton

Now that you want to talk about the social event of the season, Kevin, let’s go inside the White House’s screening for Amazon’s “Melania” doc. This report comes to us from The Hollywood Reporter. On Saturday, there was a black-tie event that was not promoted or advertised, but it took place in the East Room of the White House and attracted about 70 VIP guests, including Queen Rania of Jordan, Zoom CEO Eric Yuan, Apple CEO Tim Cook, the CEO of the New York Stock Exchange, the CEO of AMD, Lisa Su, and Mike Tyson. Kevin, is that giving nightmare blunt rotation or what?

Kevin Roose

Yes. I’m sure there are many perks associated with sucking up to a sitting president and groveling at his feet. One of the downsides is that you have to go to the White House to dress up in black tie and sit through a screening of what I can only imagine is a terrible documentary. And you probably can’t even look at your phone while you’re doing it.

Casey Newton

You really can’t. I have still not seen any reviews. I guess Tim Cook is still working on his Letterboxd post, so keep an eye out for that.

Kevin Roose

But here’s what I’ll say. When I think of all of those people, all of these power players in one place, it has all the makings of a great reality TV show. But unfortunately, we already have one called “The Traitors,” so we’ll have to come up with something new.

Casey Newton

Hope the screening was good. SpaceX is weighing a June IPO, Kevin, that is being timed to a planetary alignment and Elon Musk’s birthday. This comes to us from the Financial Times. The rocket maker is targeting mid-June for its IPO, when Jupiter and Venus will appear very close together, known as a conjunction, for the first time in more than 3 years.

Kevin Roose

Now, I heard that boys go to Jupiter to get more stupider. Is that a factor in this as well?

Casey Newton

I’m honestly surprised he didn’t plan some sort of Uranus joke here.

Kevin Roose

Honestly, don’t give him any ideas. Edit that out of the show.

Casey Newton

We don’t want him to hear that.

Kevin Roose

So, what stage of capitalism is it when the world’s richest man starts factoring planetary alignment and his own birthday into his IPO plans?

Casey Newton

It’s just so dumb. I’m sure the SpaceX IPO will be a huge whatever. It’s a company. They make lots of money. I’m sure investors will be excited about it. Can we just stop doing the “4/20/69, Jupiter’s in retrograde” thing, lol? It just feels like we should have left that one behind in 2013.

Kevin Roose

Yeah, your IPO is not a Tumblr post.

Casey Newton

Knock it off.

Kevin Roose

Last one. Last but not least, LinkedIn will let you show off your vibe-coding expertise. This one comes to us from Engadget. LinkedIn is partnering with Replit, Lovable, Descript, and Relay.app on the feature and is working on integrations with fellow Microsoft-owned GitHub as well as Zapier. LinkedIn is allowing the companies behind the AI tools to assess an individual’s relative skill and assign a level of proficiency that goes directly to their profile. We’re getting vibe-coding badges on LinkedIn. Casey, what do you think?

Casey Newton

I have to give it up to LinkedIn because every year they invent levels of B.S. that have never been seen before in corporate life. The idea that there’s a badge on your profile that says you can type in a box—there might as well be a little trophy you can get for having computer access for this. What are we even doing here?

Kevin Roose

Yeah, LinkedIn, I think, is the sneaky first all-AI social network. I recently went on there. God knows why. I think I had blocked access to my other social networking apps, and every post on my feed was clearly generated by ChatGPT. It was like, “This isn’t just a transformation, it’s a revolution.” The vibes over there are extremely strange. This is a little bit unrelated, but am I right that anyone who asks to connect with you on LinkedIn, you accept the connection?

Casey Newton

Correct.

Kevin Roose

I do not.

Casey Newton

No, because when I grew up, you would connect with people on LinkedIn because you knew who they were.

Kevin Roose

Oh, no.

Casey Newton

And it seems like that norm has just collapsed.

Kevin Roose

Well, I don’t really use it, but I like having a big network for unspecified reasons.

Casey Newton

Is it weird to you when you’re just seeing a feed of utterly random posts from people you’ve never heard of?

Kevin Roose

No. It’s fine.

Casey Newton

Do you ever congratulate people for getting a new job when you have no idea who they are?

Kevin Roose

I don’t actually type that much into LinkedIn. But I will say that one of my tests that I give to new AI models is: can they autonomously respond to my LinkedIn messages for me?

Casey Newton

That’s very good.

Kevin Roose

Listen, just to wrap this up, here’s what I’m going to say. If you find yourself tempted to put a vibe-coding badge on your LinkedIn profile, here’s what you can do instead: put on a rainbow wig and some white makeup and a big red nose, and look in the mirror. There’s your vibe-coding badge. Congratulations.

Casey Newton

Congratulations.

Kevin Roose

All right, Casey. That’s Hat GPT. That’s Hat GPT.