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20VC · · 77 分钟

Coinbase 将 AI 支出砍半|Kalshi 400亿美元估值与IPO在即|SaaS并购整合之年

Harry Stebbings

YouTube
TL;DR
  • Coinbase 将 AI 支出砍半,既提供了成本控制模板,也警示前沿模型增长的脆弱性。 Rory O’Driscoll 认为,所有《财富》500强 CFO 都会要求 CIO 复刻一个事实结果:代码开发推动11月和12月支出爆发后,token 生成量仍在上升,但支出已大致回到11月水平,而企业花了约5个月才完成优化。Jason Lemkin 认可数据本身的价值,但认为如果 AI 不能带来收入,周围 CEO 的评论就只是“表演性动作”:“Show me the money。”

  • 企业 AI 的下一阶段,需要可量化的收入增量或成本节省,而不是单纯把 token 用到最大。 Jason 最有力的证据来自一家排名前0.5%的被投公司:公司完成了计划,却无法把在原本已经极其庞大的 token 预算基础上再翻倍,与 ROI 联系起来;这次增加会把“没什么大不了”的烧钱变成真正的大问题。董事会的回应标志着转向:“该进入 token 支出的下一个成熟阶段了。”

  • 低价开源模型对 Anthropic 的威胁,与其说是产品层面的,不如说是对其万亿美元成本结构的威胁。 Rory 接受这样一种可能:即便开源模型生成了行业大部分 token,前沿模型仍可能拿走大部分收入;但如果 Anthropic 需要接近1万亿美元收入才能维持可行性,价格只有其五分之一的替代方案就会变得危险,正如 Harry 对 Dario 立场的概括。“如果你能成为地球上最大的科技公司,却依然赚不到钱,那可能说明你的野心定得过大了。”

  • Anthropic 对模型蒸馏的指控,看起来正在为限制中国模型进入美国铺路。 所谓机制是:数百万条被禁止的 prompt 产生输出,进而帮助竞争者训练开源模型;Rory 将这场合同或版权纠纷与国家安全问题区分开来,认为违规者应向 Anthropic 支付相当于“淘气税”的费用,类似 Anthropic 曾向图书版权持有人支付的费用,而不是直接遭到禁令。Jason 仍将限制措施落地的概率放在10%以上,同时警告,仅仅让《财富》500强买家感到不安,也可能达到大部分相同效果。

  • Microsoft 月度跌幅超过16%,反映出这家软件巨头缺少真正有吸引力、归属于自身的 AI 增长引擎。 Rory 表示,CoWork 和 Claude Code 正在攻击 Microsoft 历史上的知识工作者与开发者阵地,而 Microsoft 虽持有 OpenAI 约30%的股份,却没有自己的最先进前沿模型。Jason 关注 Azure 增长指引从40%降至37%:在一个据称将走向“20个 agent 全天候运行”的世界里,这种规模的业务本应加速。

  • Kalshi 拟议的400亿美元估值,要求博彩业务远超政治预测市场继续扩张。 公司收入约20亿美元,其中据报道超过70%来自体育业务;Rory 怀疑它能否在12个月内达到1000亿美元,除非它拿下超大体育市场份额,或加密货币永续合约等金融产品膨胀到极大规模。永续合约把投资简化成即时的涨跌下注——“可怜的 Warren Buffett 大概会说:‘我该死了,因为你们已经完全失去理智。’”

  • Bending Spoons 若能把闲置软件资产转化为可复制的收购引擎,就有机会赚取估值溢价。 其预期200亿美元 IPO 估值对应约8-9倍远期收入,尽管有机用户增长有限;但 Jason 认为,已识别出的1,000个目标足以支撑5年异常增长。他设想的 B2B 版本会收购 Marketo 或 PagerDuty 这类客户黏性强却被忽视的产品,换上“真正在乎业务”的运营者,再加入 AI 驱动的收入增长,而不是简单重复2021年私募股权式的削减成本剧本。

  • 风险投资的门槛已经分化:ARR 从150万美元增长到500万美元足以建成一家优秀公司,却未必能拿到传统意义上的 Series A。 Harry 拒绝的一位创始人感谢他把现实讲清楚;Rory 和 Jason 则表示,如今大多数投资人会拿这类公司与 ARR 从150万美元增长到1500万美元的企业,或 Higgsfield 在不到18个月内突破5亿美元的案例比较。坦诚的做法不是“滚开然后等死”,而是降低融资预期,可能联系150位投资人,避免一周内完成融资,并“量体裁衣”。

摘要 · 为研究而整理的核心内容

1. Coinbase 将 token 路由变成一场对 AI 可信度的公投

  • Harry 先给出事实:Coinbase 通过把更多工作路由给开源模型、减少对前沿模型供应商的依赖,将 AI 支出砍半,同时提高了使用量。他问,这是不是新常态,还是只是一个对前沿技术格外积极的创始人在异常快速地行动。

  • Jason 接受图表本身的价值,但拒绝把它包装成领导力:“当那些并非 AI 公司的挣扎型 CEO 在 Twitter 上分享表演性 AI 数据时,我已经开始疲惫了。”考虑到 Coinbase 上一季度增长约为负30%,他要看到的是 AI 改善了业务,而不是管理层优化了某项投入成本。

  • Rory 的反驳值得保留:Coinbase 处在前沿创业公司与美国企业之间的普通位置,正因此这篇帖子才有用。一个“普普通通的科技 CEO”证明,任何一家每年在 Claude 上花费1,000万美元或5,000万美元的公司,都可以在两个月内继续生成更多 token,同时把成本砍半。

  • 他预计真正的传播渠道会是 CFO 圈层:每个《财富》500强 CFO 都可能把这篇帖子转给 CIO,附上一句类似“兄弟,看看硅谷这个聪明人在做什么,把你那摊事搞明白”的话。这是成本管理101,不是承诺让 Coinbase 重拾增长。

2. 董事会找不到增量,token 追求极限正在结束

  • Rory 指出,Coinbase 的支出只是回到了大致11月的水平。代码开发让成本在11月和12月爆发,而企业花了约5个月才控制住支出。对供应商而言,即便客户支出大致回到11月水平,削减50%仍然令人警惕。

  • Jason 更深一层的解读是:产品团队“激进地提高了” AI 支出,看到了定性收益,却无法证明生产率或收入同比例提升。“天啊,我上半年多花了1,000万美元,结果增长和前两个季度一样。增量到底在哪儿,兄弟们?”

  • 一家排名前0.5%的被投公司把问题具体化了:所有指标都亮绿灯,上半年计划也完成了,但在已经极其庞大的 token 预算上再翻倍,会实质性改变烧钱速度。董事会要求管理层把这笔申请与 ROI 挂钩,而“这支不可思议的团队做不到”。

  • Jason 的标准是与具体业务相关的加速。Adobe 声称 agentic 收入达到5亿美元、却没完成季度目标,这听起来像表演;Aaron Levie 则可以过关,因为 Box 把 AI 文档处理直接嵌入模型,并重新回到两位数增长。“AI 时代的软件公司,要么加速,要么失去意义。”

3. 前沿模型需求仍在,但其经济性比想象中脆弱

  • Rory 将使用量与价值捕获分开来看:开源模型可以生成大部分 token,而最先进的模型仍然拿走大部分收入。100份 Coinbase 式备忘录都无法推出 Anthropic 和 OpenAI 会不再是“拥有优秀产品和差异化能力的出色公司”。

  • 风险在于野心。Rory 回忆,Anthropic 的收入运行率去年从约10亿美元升至90亿美元,年中又继续走向440亿美元;假设收入被砍掉50%,不会摧毁公司,但会影响增长。他明确没有预测收入会降至220亿美元。

  • Harry 将 Dario 的立场概括为:Anthropic 需要接近1万亿美元收入,否则可能破产。Rory 的回应是,即使拿到一半、5,000亿美元的“安慰奖”,也足以让它成为地球上最大的数字公司;如果这种规模仍然失败,说明公司把成本和资本开支野心定得过大。

  • Rory 的结论是:只有当 Anthropic“需要全部收入”时,价格仅为其五分之一的廉价替代方案才具有生存性威胁。对软件客户而言,AI 则必须带来更多收入或节省成本;两者都没有的公司,会“带着相当怀疑的眼光”重新审视账单。

4. Anthropic 正把模型蒸馏转化为政策运动

  • Rory 先谈到其中的虚伪之处:基础模型用他人的知识产权训练,Anthropic 自己也曾与图书版权持有人解决诉讼。“当别人对你做同样的事时,你却对此感到震怒,这种虚伪感我确实欣赏。”说完这句,他才转向实质指控。

  • Anthropic 表示,中国开源模型开发者违反了其服务条款,提交了数百万条、字面意义上就是数百万条 prompt,记录回答,再将这些回答用作训练数据。这样一来,竞争者就能从 Anthropic 的输出中启动模型训练,再用开源替代品压低价格、削弱 Anthropic。

  • Rory 强调,违反服务条款首先属于合同问题:Anthropic 可以起诉,不过“兄弟,祝你在北京打赢这场官司”。如果转而提出版权或商业秘密诉求,争议就可能升级为美国政府认为不再只是私人商业纠纷的问题。

  • Rory 认为,Anthropic 写信给参议院银行委员会,并点名委员会少数党领袖 Elizabeth Warren,表明其政治意图很认真。他认为 Anthropic 正在“铺管道”,推动这样一笔交易:海外访问遵守美国限制,然后禁止美国公司使用那些已被法院证明蒸馏了美国技术的中国模型。

5. 禁止中国模型,等于让每个用户为 AI 生产商缴税

  • Jason 认为 Anthropic 希望禁止中国模型供美国企业使用,并将这一结果的概率置于10%以上;Harry 则追问,既然 Sam 和 Dario 都支持,这是否已经接近必然。即使没有正式禁令,也可能实现部分胜利:制造足够的安全模糊地带,让《财富》500强自行禁止这些模型。

  • Rory 将惩罚与安全问题分开。已被证明存在蒸馏行为的公司应该缴纳相当于“淘气税”的费用给 Anthropic,类似 Anthropic 曾支付给图书版权持有人的费用;但这不应触发排除。如果模型可以下载、代码可以检查、权重可获得,且不会运行或向中国回传遥测数据,他看不到国家安全风险,“可能”不会支持禁令。

  • Jason 的政治经济学判断是:“AI 会变得像今天波斯湾的石油局势。”标普500指数成份股有40%与这轮繁荣相关,政客、401(k)、数据中心、Nvidia 销售和就业都会围绕保护 AI 形成一致利益:“别碰我的401(k)。”

  • Rory 认为这种保护“蠢得离谱”:它保留了给基础模型公司的昂贵智能,却拒绝让经济其他部分使用廉价智能。他的类比是,为了保护 IBM 和 MS-DOS 而禁止 Compaq 与 Dell 克隆机——让一个在位者保持盈利,同时阻止 PC 行业变得足够庞大。

6. 开源正在打破前沿模型寡头格局

  • Jason 回顾了市场历史:从他所说的 Anthropic 主导代码、OpenAI 主导消费者市场的两个准垄断,走向功能竞争、价格大体相近、最高档套餐约200美元的寡头市场。下一阶段将是“价格大幅侵蚀”,因为竞争焦点转向价格。

  • 他认为,稳定的寡头定价可以与功能竞争并存,短期内可能有利于创新,但长期未必如此。Rory 则称其为监管俘获:寡头对参与者极其有利,正是因为它保护了定价,但“竞争才有用”。

  • Rory 用 Coinbase 做了一个反事实推演。没有开源替代品,Armstrong 的帖子可能会写成:“6个月前我们每年为 AI 智能支付1,000万美元,现在要支付6,000万美元。我到底该怎么办?”

  • 即便针对中国模型设置限制,也可能给 Reflection 和 Poolside 这样的美国开源供应商创造机会。Jason 和 Rory 都同意政策走向很难预测;他们分歧在于,保护前沿模型经济性,是否足以 justify 压制那些迫使市场自律的低成本竞争者。

7. Microsoft 因拥有基础设施而非产品,被市场重新定价

  • Harry 形容 Microsoft 经历了自2000年以来最糟糕的一个月,跌幅约16%-16.5%。Rory 的解释是结构性的:Microsoft 拥有资本开支、云端推理收入和有价值的 OpenAI 股权,但其核心软件业务缺少一款由自己拥有、足以打动终端客户的 AI 产品。

  • CoWork 和 Claude Code 正在攻击 Rory 所说的 Microsoft 两大历史阵地:面向个人知识工作者的软件,以及“开发者、开发者”。与 Apple 不同,Microsoft 是一家软件公司,无法置身 AI 产品战争之外,否则就会失去市场赋予它的增长倍数。

  • Jason 把 Azure 增长指引从40%放缓至37%视为风向标。市场如今要求公司“超预期、上调指引、继续增长”;如果所有人都将持续运行20个 agent,Azure 理论上就应该加速,尽管存在“巨量数字法则”。

  • Rory 补充称,Azure 的大量增长来自向 OpenAI 等供应商出售推理服务。Microsoft 持有 OpenAI 约30%的股份,却没有自己的最先进模型;自 Satya Nadella 表示 Microsoft 会让 Google“跳舞”以来,Google 已大幅跑赢,并且至少建立了独立模型和产品。

8. Kalshi 的400亿美元逻辑建立在体育与金融博彩之上

  • 据报道,Kalshi 在5月以220亿美元估值完成融资后,又寻求400亿美元估值,并宣布收入约20亿美元。Rory 的简单解释是,美国人喜欢下注,而美国长期对体育博彩的限制已经让位于一个规模巨大的市场。

  • 据报道,Kalshi 超过70%的业务来自体育博彩。Rory 怀疑它能否在12个月内达到1000亿美元,除非体育业务在没有监管阻碍的情况下继续扩张,Kalshi 拿到不成比例的市场份额,或者非体育金融业务的规模远超预期。

  • 选举很有趣,但市场太小:真正愿意押注下一任总统的人相对有限。可以规模化的人性需求是体育和金钱;加密货币永续合约,以及简单的股价涨跌产品,把金融判断转化为即时行动。

  • Rory 提到 ICE 持有 Polymarket 约20%的股份,说明一家成熟市场运营商认为预测市场可以达到重要规模。他对永续合约的判断是又欣赏又恐惧:“可怜的 Warren Buffett 大概会说:‘我该死了,因为你们已经完全失去理智。’”

9. Bending Spoons 让闲置产品合在一起更值钱

  • SpaceX 的波动没有关闭 IPO 市场:Rory 指出,Bending Spoons 计划于7月1日上市,是一宗“反 AI IPO”,这家约200亿美元估值的并购整合公司拥有 AOL、Evernote 等老产品。Jason 表示,“贪婪仍会战胜恐惧”,但市场波动仍可能让 Anthropic 延后上市。

  • Bending Spoons 的过去12个月收入约15亿美元,第一季度收入6亿美元,对应约8-9倍远期收入。Rory 认为这个溢价很奇怪,因为据报道这些资产几乎没有带来有机用户增长;管理层通过提价、削减成本,把原本约10%增长的产品转化为有价值的整合平台。

  • Jason 的看多逻辑建立在招股书的一项表述上:管理层已经识别出至少1,000个重要目标。如果收购和重新包装产品的能力能够延续,他认为公司可以维持“5个不错年份”的异常增长,足以支撑一部分溢价,即便初始倍数仍有争议。

  • Rory 识别出其中的收购套利:许多私有消费软件公司没有自然退出路径,Bending Spoons 成了唯一买家。同一逻辑也适用于规模不足的 B2B 公司——它们无法达到约5亿美元收入、30%增长这一独立上市门槛。

10. B2B 并购整合需要重建业务的运营者,而不只是优化者

  • Jason 会从拥有9位数收入、客户黏性强但文化失灵的产品开始。Marketo 是他的样本:Adobe 可能还剩约3亿美元收入,但产品每天 API 故障、存在速率限制、发生过全天宕机;公司还威胁客户,并承诺涨价20%,却没有提供相应功能。

  • 他的扭转方案基础得近乎令人尴尬:安排一位有动力的 GM,停止威胁用户,持续交付功能,保住客户基础。10个2亿美元资产可以组成一个20亿美元、增速30%-40%的组合,但前提是 Bending Spoons 式行动要迅速开始,而不是等新高管完成90天“学习之旅”之后再动手。

  • PagerDuty 是第二个最清晰的目标:客户数量持平,却仍有约15,000名付费客户,市值约7亿-8亿美元。Asana 也可能符合条件,但 Jason 提醒“agent 不需要 Asana”;Rory 还提到 Semrush 被 Adobe 以不到2倍收入的价格收购,这是一次错失的 GEO 整合机会。

  • Rory 进一步收紧了论点:Bending Spoons 可以优化消费类资产,但 AI 之前的 B2B 软件大概无法靠削减成本、把员工转移到海外来生存。它必须创造新的 AI 收入,并对产品进行重大重构,因此“Bending Spoons B2B”更难管理,但潜在价值也更高。

11. 创始人投入、风险投资筛选与 Claude 的软件威胁,最终都回到重要性

  • Chamath Palihapitiya 为 8090 融资1.35亿美元,打造覆盖新产品开发、重构、协作和治理的 AI 软件工厂,同时出任 CEO。Rory 收起了讽刺:Chamath 现在是“竞技场中的人”,正在进攻数十年来最令人兴奋的软件市场,至少应因敢于尝试而获得认可。

  • Jason 的历史教训带来了更严格的检验:同时经营多个项目的富有投资人,往往会在“事情开始真正糟糕起来”时失去能量。只有在 Chamath 放下其他一切、展示出每周工作100小时所留下的身体和组织创伤后,他才会投资。“今天创业太容易了。兄弟们,种子轮都是给傻瓜的。”

  • 同样的筛选标准解释了 Harry 为什么拒绝 Series A。ARR 从150万美元增长到500万美元,在旧 SaaS 时代属于前四分之一,但在 AI 时代的风险投资中属于异常表现,却不再自动意味着融资成功;ARR 从150万美元增长到1500万美元的交易会被资金快速吸走,而 Higgsfield 据报道在不到18个月内突破5亿美元。

  • 但增长较慢并不等于失败。创始人感谢 Harry 的坦诚;Jason 建议联系大约150位投资人,而不是强行在一周内完成融资。Rory 的修正更有人情味,但同样基于经济现实:创始人依然可以建立世代级公司,只是需要降低融资额、接触更广泛的投资人,或者转向盈利。

  • Claude Tag 把这套重要性检验应用到了软件本身。嵌入 Slack 的自治 Claude 可以吸收数月组织上下文,在 Salesforce 和 HubSpot 之间搬运数据,让这些应用变成“愚蠢的数据库”,因为“Claude 就是你的大脑”;另一种可能是,它最终只不过是加了类固醇的 Zapier。

  • Jason 认为,目前没有证据证明 Claude Tag 或 Claude Design 能持续投入足够资源,进而取代现有软件。Anthropic 可能很快大到不再追求低于100亿美元收入的机会:Salesforce 的收入约420亿美元,每年新增收入或许约80亿美元。Rory 最后的比喻是:“大象跳舞时,小人物会被踩扁。”

Harry Stebbings

Boys, it is the holiday edition, baby, coming to you from the British Riviera. I always say this is like the UK's Saint-Tropez, and then people look up Frinton-on-Sea and they're like, “Huh.” Americans don't get the British sarcasm. It's my last name.

Jason Lemkin

Yeah, I get the joke, Harry. I—

1. Coinbase Cuts AI Spending

Harry Stebbings

We have a lot of news today. I wanted to start on what I think is probably one of the biggest topics of the day, which is more a macro or meta topic, but it was brought to light by Brian Armstrong and Coinbase. Coinbase's spend is down 50% this quarter, but usage is up with regard to how they're utilizing open source. That's taking away from their frontier model usage. How did we read this? Is this the new normal? Is this a frontier company with a frontier founder doing frontier things in terms of switching so efficiently? How do you read this?

Jason Lemkin

I have a lot of thoughts, and this got so much traction, right? I think it's an important topic, but—

Harry Stebbings

I agree.

Jason Lemkin

I'm just getting burned out on performative social media from struggling CEOs that aren't in AI companies trying to act as if they're at the bleeding edge. I really don't care what a lot of these CEOs think about the performance of the latest LLM on their boring, old, pre-AI SaaS or crypto company. But, man, enough of the crap from Brian Chesky and Brian Armstrong. I mean, these are generational founders, to use Harry's words, but it's just performative. Put the numbers up, boys. Sorry we're in a crypto winter. Sorry Airbnb is still below its IPO price. Go do something about it. Go fucking do something about it. I've had enough.

Rory O'Driscoll

I'm in a totally different place because I actually thought it was a really great piece. It's precisely because, in the continuum from frontier, amazing AI company to boring, stodgy corporate America, Coinbase is now more or less in the middle. This is your point. It's not a 4- or 5-year-old company that's been public. It's not a bright, shining frontier AI company, which is what makes the piece so good.

To me, it was like a common-or-garden tech CEO saying, “I was spending X a year ago. It exploded in the last 5 or 6 months, primarily because of the ability to do code generation. I got to grips with this thing, and I reduced my spend by 50% in the last 2 months. Here's how I did it.”

It's precisely because it wasn't some frontier-leading company that it makes it more relevant, because I think every single company spending $50 million or $10 million on Claude is going to look at this and say, “If we haven't done all these 3 things in the next month, someone's head is going to roll.” It's cost management 101, but what it said is, in the space of 2 months, by getting to grips with your spend, you can continue to innovate, continue to generate more tokens, but cut your spend by half. So I thought it was a really great piece.

Jason Lemkin

It is. It's just Coinbase fell minus 30% in its last quarter.

Rory O'Driscoll

Yeah, but if those things are on par with—

Jason Lemkin

No, I'm not disagreeing with you. I'm just—

Rory O'Driscoll

Sure. Ah, no. Those things are on par with—

Jason Lemkin

And I think the graph and the chart were great. I'm just burned out. I want a leader doing this.

Rory O'Driscoll

What about an even shittier company? We have lots of shitty companies. If one of the automotive manufacturing companies, which are facing fundamental business challenges, also did the same thing and said, “We were spending $100 million on AI, and now we're spending $50 million,” it would be just as relevant.

In fact, I would argue it's precisely those companies that are under cash pressure and earnings pressure that are going to get their shit together on not spending too much money on AI, which is why it's more important. Frankly, that's most companies. Very few companies have the luxury of a venture-backed, AI-forward startup that can say, “Just get this done no matter what.” Most companies have cost discipline. And I—

Jason Lemkin

Is optimizing your LLM spend really going to help if your revenue is shrinking by 20% to 30%? I just don't see how it's going to reignite growth in your crypto user base.

Rory O'Driscoll

But he didn't say it's going to— Again, you're just being a grump, guy. He didn't say it was going to reignite growth.

Jason Lemkin

No, I think it's a sign. I think the data is valuable. Let's move on, right? I think it's great, but I am getting burned out on struggling CEOs on Twitter sharing performative AI data when they're not AI companies. Show me the money.

Rory O'Driscoll

I don't think it was performative. I'm going to argue again: I think it was a fact-based piece. I actually really liked it because it was a fact-based piece. By the way, it just showed, “Here's our spend by month, here's our tokens generated by month, here's our peak, and here's how we were able to clip 50% off it.”

Let me put it this way. Rather than arguing with you, Jason, which is usually not productive for either of us, I'm willing to bet that every single CFO in the Fortune 500 sent some version of that article to their CIO and said, “Dude, look what this smart guy in the Valley is doing. Figure your shit out.”

So I think, actually, let's leave Coinbase out of it. Let's pretend we don't even know the name of the person who wrote that article, right? Let's ignore it. I think the really interesting question is, what does this mean for revenue traction for the hot, sexy foundation models?

I was looking at the numbers. In one sense, oh, my God, you reduced your spend by 50%. That's terrifying if you're the company getting that revenue. On the other hand, the positive spin is that it only went back to the spend they were doing in November. In other words, basically all that happened here was all these companies were spending and growing pretty aggressively in terms of their spend with, probably, Anthropic and OpenAI, and then in November and December, with coding, it exploded.

It took about 5 months for everyone to get their shit together and say, “We can't be doing this.”

Rory O'Driscoll

“Let’s cut the burn,” and then they figured it out and reduced it by 50% back to roughly the spend in November. Now, the interesting question is: Does that imply that Anthropic, which last year exploded from a $1 billion run rate at the start to $9 billion at the end, to $44 billion mid this year—I’m not saying this, but you could say, “Oh, are you saying that their revenue’s going to go down by 50%, so they’re going to be at a $22 billion run rate?” I’m not.

But it’s going to have some impact on the growth rate.

Jason Lemkin

I think so.

Rory O'Driscoll

Yeah.

Jason Lemkin

I think there are 2 issues here. One is that it sharpens the question of whether the rise of open source and others is actually going to impact the growth of the frontier models more than we ever predicted. That’s a big question, and I’m going to say I don’t know on June 30. It’s easy to say that. We could point to a lot of data. I think maybe that’s the topic here.

I think there’s a second point in the post, where Coinbase was really helpful. It’s the less dramatic version of what I was saying. I do think there’s a second point that the post made that people maybe missed, which is that as we round into the second half of ’26, folks are realizing they radically ramped up their AI spend on product. It seems to have worked subjectively, qualitatively, but the productivity isn’t there to justify it.

I think that’s what Brian was really saying. The data didn’t say it, but he’s like, “Listen, if we had shipped so many new products to Coinbase, if our product velocity had quintupled because our token spend quintupled, I’m all in.” If that flipped him around from minus 30% growth to plus 30% growth, I don’t think we’d be arguing. He might have still done what he’s doing, token-routing a model. He wouldn’t be making this point.

I think if you look across many of our portfolio companies that are doing well and are not purely reselling tokens, they’re coming to the conclusion that, “I’m not quite sure what the hell to do. I know I want us to do this. I can’t put the genie back in the bottle. AI is great, but it’s not lines of code. What the hell?” So many folks are not seeing the lift in net revenue and net productivity they thought they would get from agentic coding.

It’s almost a conflict, but it’s something we’re all going to have to deal with in the second half. But it’s not the same as cutting costs. It’s saying, “Jesus, I spent an extra $10 million in the first half of the year, and we grew the same as we did the prior 2 quarters. Where’s the lift, boys? Show me, show me the lift.” CFOs are struggling with that, too. Even if the business is doing well, they’re struggling with it now.

Rory O'Driscoll

Yeah, depending on the company, this AI spend on engineering, if you’re a software company, it should credibly give you a revenue lift, because you’re making more software. You should get more revenue lift, or if you’re a digital goods company. So you’re right, Jason. If you’re Coinbase, you’re like, “I’d like to have seen revenue lift here,” right?

I think it’s even applicable for companies the further you are from a digital good. Silly example: If you have a tech team and you’re a car manufacturer, going back to it again, you’re not going to get a whole ton of lift from your extra software unless you’re Tesla with FSD. But at a minimum, you should be seeing savings. If you were spending $100 million on software and now you’re spending $10 million on tokens, at a minimum you should be seeing savings.

And if you’re not seeing either, you’re going to be looking at this with a pretty jaundiced eye. I think that’s what’s happening.

Jason Lemkin

I have a portfolio company that is a software company. Every number is green, right? Way overloaded with investors, way overloaded with everything, hit the first half of the plan. Everything’s great. You would love all the numbers.

But at the last board meeting, they came in and wanted to double their token spend, which was massive in the first half of the year. It was enough to move the burn from no big deal to—

Rory O'Driscoll

Big deal.

Jason Lemkin

—even for a company in the top half percent, even folks were like, “That’s a lot of extra budget.” And the feedback, for the first time, the board was like, “Okay, but if you want our approval, tie it to ROI,” and this amazing team couldn’t. Everyone wants to invest, but it didn’t directly tilt the curve.

So there is a point for even the highest flyers where you’re going to say, “Jesus, I’ve got to see the ROI.” And I think that’s the big issue. We went into token maxing, where everyone just tries stuff. That made sense, right? And that led to the early folks that got whiplash, like Cursor, having to go open source really early, and that’s an interesting niche issue on X.

But the real issue is that we can’t show enough lift from this spend, and it’s going to stress even the best of us, not just Coinbase. It’s going to stress everybody, and so be it. It’s time for the next mature phase of token spending and software development. It’s just time, boys, to grow up, right?

Harry Stebbings

If you’re an Anthropic shareholder, though, and you see Dario say, “Hey, we need $1 trillion in revenue, or close to, for this business to be viable, or we will be bankrupt,” maybe he says it kind of superciliously or glibly, but he says it, and then you see the dominance of open source now pervading a lot of usage, you have to be concerned that it will cannibalize that pathway to $1 trillion in revenue.

Rory O'Driscoll

You have at least some concerns, which will segue to our next discussion on distillation and Anthropic’s perspective on these open-source companies stealing their IP, as they would say. We will leave the irony for a later discussion.

But yeah, it is plausible that you have a world where, even if the bulk of the tokens are generated using open-source models, the bulk of the revenue will still obviously come from state-of-the-art frontier models, right? And therefore, there’s clearly a very big business here, right? That’s all great.

It’s to your point, Harry: If you’ve constructed your world in such a way that only $1 trillion is good enough, and you end up with the consolation prize of $500 billion, which is still either the 2nd- or 3rd-largest company by revenue on the planet, and it would be the largest digital company on the planet, if you can be the largest tech company on the planet and still not make money, you might have oversized your ambitions a little, and it might pay to come back a bit.

And that’s exactly right: Nothing in this Coinbase memo or 100 Coinbase memos implies anything like, “Oh my God, these are not going to be amazing companies with great products that have differentiation.” It’s just as you say correctly: If you’ve built a cost structure and a CapEx spend that you need it all, then the last thing you need are cheap open-source alternatives at 1/5 the price.

2. Anthropic Faces Distillation Claims

Harry Stebbings

Before we move on to Anthropic’s perspective on distillation, Jason, I love you, my friend, but what do you want from these CEOs, then? Candidly, he’s being very factual and innovative in how he’s presenting what the company’s doing. What do you want from him? To just shut up and do the work in front of you?

Jason Lemkin

Listen, I value the data, so I appreciate that. I’m not being facetious. I do feel this way. I want to see how AI, if at all, can give Coinbase a revenue lift. That’s what I’d like to see.

Coinbase is subject to the whims of the crypto market, okay? And investors should understand that. When crypto roars back, Coinbase has grown at rates that are almost Anthropic levels for brief periods of time, right? So it’s part of being on a non-recurring revenue journey in a very volatile market.

But I’d love to see how growth is 5% higher from AI doing something in crypto. I’d love to see how it’s driving up insurance premiums and insurance margins. I just want to see where this magical boost is from this utility.

The LLMs are a utility, right? They’re tokens. They’re not fungible utilities. We’re kind of teasing at whether they’re becoming fungible utilities, right? Is one token replaceable for another? That’s the meta issue.

I’m tired of folks like Adobe saying, “We have $500 million of agentic revenue,” and missing the quarter. That’s performative, too. And listen, what would I be doing if I was the CEO of a company not accelerating in the age of AI? Man, I might be doing the same, but I don’t respect it.

But I want to see the real boost. Everyone’s faking, everyone’s feeling like they have to be part of the AI age, but they’re not delivering, Harry. They’re not delivering.

Rory O'Driscoll

I want to applaud Jason for his consistency and disagree slightly. Firstly, I give you credit—you have been remarkably consistent on this, and I’m going to paraphrase what you’re saying. Software companies in the age of AI are either accelerating or irrelevant, and you’re exactly right.

I don’t think crypto gets an automatic lift from AI, so I think you’re being a bit harsh on that company, but your Adobe example’s exactly correct. Oh, and it’ll come—actually, it’ll segue to the Microsoft discussion later on.

Jason Lemkin

I do agree, and again, I give you credit for strong principles, strongly held. If you're not accelerating in the age of AI and you're a software company, you've got a problem. That's your point, and I think you're correct. So, if that tweet—let's put it this way—if that tweet had come from the CEO of Adobe, you would be totally correct in saying, “That's great, but dude, you need more.” Exactly.

I do agree with you. I would exempt Coinbase from that because I lump them more in the financial than the software space, but in the software space, you are correct. If you're not getting on board this train, you're getting left behind.

Rory O'Driscoll

Even sometimes, and I love him—we all love him—for a while I would get tired of Aaron Levie's constant AI stuff. But to answer your question, it has led to a boost at Box. It hasn't turned Box into a 100% grower. It's gotten it back to double-digit growth.

Some of Aaron's stuff is a little bit too much for me, but we all learn from it, right? Some of it is a little bit too AI-reflective, but he ties it to his revenue and his plan. He's like, “This is how it worked at Box. We're processing documents. We're processing content. Here's how it literally ties to our business model.”

So it's okay if some of it is a little bit performative. I give Aaron a huge thumbs-up on it. Anyhow, it's all good. It's great to have the data. I've just become a skeptic when it's not tied to their business. That's all. I'm a skeptic of what the goal is here. That's all.

Harry Stebbings

You know, Rory, Jason is not only consistent, but he's also prescient in being ahead of the times, because he's also cited his—I don't know if I can say disliking, but his favoring now Sam and OpenAI over Anthropic, and his kind of boredom with Dario saying that we're all going to lose our jobs.

It seems the world doesn't like Dario right now, and Dario has continued to whine. Sorry, that's unfair, and Rory did not say that. Dario has criticized Chinese models for stealing—for brazen theft of their work through distillation of their models. How do we respond and think about Anthropic's commentary on whether or not Chinese models are stealing their work?

Jason Lemkin

Sure. You have to power through the irony before you can have the discussion, and we all understand the irony, which is that all the foundation models, including Anthropic, were trained on other people's IP, to the point where Anthropic recently settled litigation with a whole bunch of copyright holders over books because they had, quote-unquote, “unfairly”—to use Dario's word applied to the Chinese—leveraged their intellectual property.

I do admire the element of hypocrisy: being appalled when someone else does it to you, or having done it to other people yourselves. Be that as it may, let's move on from that. Just wallow in it for a second, but then move on.

What's happening, again, stepping back for folks, is the allegation—which Anthropic, the company, made in a letter to the Senate Banking Committee recently—is that, basically, the Chinese open-source companies are bootstrapping their development of their state-of-the-art models by effectively breaching the terms of service of Anthropic and sending literally millions of prompts to Anthropic, recording the answers, and using that as training data to start training their models.

It's basically taking—and to some extent they would say it's taking—Anthropic's IP and using it to build open-source models, which then compete against them. So that's the comment here, right? Other than “so what?” and “Ha, that's funny,” what happens after that?

Well, the first thing—the main thing—is: Is it illegal? The interesting thing here is that it's clearly in breach of Anthropic's terms of service, and that's very clearly expressed. But that's not a legal case; that's a contractual problem between Anthropic and the Chinese model companies, and they're more than welcome to sue each other in—you know, knock yourself out in Beijing. Good luck with the lawsuit, dude.

I think the interesting thing, and that's why the Senate Banking Committee thing is interesting, is you could imagine a world where, because as well as just being in breach of terms of service, it is also arguable that you have copyright issues and/or trade secrets acts. They go above the level of contractual issues and then start to get into actual legal issues that the government might take an interest in.

Or maybe, at its most extreme, I could see Anthropic saying to the government, “Hey, these are strategic U.S. assets. We're getting regulated separately on how we produce our products. You've got to stick up for us and say you're not going to let this happen, and put the full weight of the U.S. government behind it.” And that takes what was a contractual dispute between 2 parties and makes it the U.S. government putting the thumb on the scales. Clearly, that's what they're angling for.

Going back to the Coinbase comment, what happens if, in return for Mythos kind of complying with U.S. government restrictions on overseas access, the quid pro quo in the next piece of legislation is that no Chinese model that has been proven in a U.S. court of law to distill using U.S. foundation-model technology can be used by a U.S. company? It's not crazy. You can see where they want to go.

They're not just crying because it's unfair. In my view, they're laying the pipe for a set of trades to push back on this open-source stuff if they're, in fact, doing distillation. So that's, I think, what's going on here.

To Harry's point, whether he's no longer a successful communicator at this point, whether the spite-startup vibe of the safety guys has expired and led to conflict with Trump, putting that aside, I think he wants the models banned for use by U.S. companies.

I think he wants Chinese models banned for use by U.S. companies, and I think in an era where SBF may get pardoned and the founder of Binance already got pardoned, this is pretty imaginable. I think it might be perfectly logical for them to get around the table, especially when we're jostling on a geopolitical level, and say, “Listen, we're just going to ban it,” or, “We're going to do some weird tariff on any U.S. startup that uses a Chinese model. They have to pay a 100% tariff tax.”

That's beyond my skill set, but clearly they just want U.S. companies to stop using them. You can't stop China from doing what China's doing. I just got back, and you ain't going to stop China from doing it for a million reasons, but just put an end to what Cursor and Harvey are doing. No more. You guys can't do it anymore.

You guys have to say, on grounds of national security, “This is theft of our IP. This is theft of our data. We can't trust them.” And hey, Cursor and Harvey, your models are just destroyed—your business models. Thank God you sold for $60 billion, because Chinese open source is banned.

I don't think it's implausible. Is it on Kalshi? It seems to be more than a 10% chance it's going to happen.

Harry Stebbings

Would you not say it's actually almost inevitable, not plausible? When you look at both Sam and Dario advocating for it, and the people around the administration advocating for it too, you don't exactly have an opposing side.

Rory O'Driscoll

Well, you should have, because this is—and Bill Gurley's great on this—regulatory capture in the extreme. The truth is, there are 2 separate issues that they're brilliantly conflating.

One is: Should they be, quote-unquote, “banned” because they distilled our prompts and, as such, got a leg up on that? Naughty them if they did, just like naughty Anthropic and naughty OpenAI for stealing your 1.5 million books to leverage your property 3 years ago. So pay the naughty fine and move on. No one's banning OpenAI and Anthropic because they were naughty, so logically the distillation thing shouldn't result in banning.

The separate thing, and they're conflating the 2, is whether you're really trying to find a motivation from the government that says, “Ban—not because of the naughtiness, but because Chinese open-source AI running in the U.S. sounds scary.” I can imagine that. There are products that are in the interest of national security, like Huawei, that are banned in the U.S. So it's not crazy that, if we believe frontier models are equivalent, you could see that kind of thing.

Now, the argument that every tech CEO will and should be making is that these are open-source models that are sourced and running in the U.S. on U.S. infrastructure. There's literally nothing going on. The code is open to inspection. There's no backdoor here. There's zero risk involved.

But to make that argument implies that you have, on the other side of the table, a government entity willing to listen and do nuance, and that's hard. So I think that you could imagine, in the absence of a sensible regulatory function, that you conflate the naughty tax for stealing the intellectual property, the security risk because it's China, and then the deep, dark secret is the frontier models are actually just trying to defend their vast CapEx spend by eliminating a low-cost competitor.

And it all comes together in a big kind of policy mismatch in return for some of these restrictions on security and/or usage.

Jason Lemkin

There's also a middle ground, or a partial win for Anthropic and OpenAI: just, listen, we can't stop Cursor, which they could. We can't stop Cursor and Harvey, but you know what we can do? We can make every single Fortune 500 company uncomfortable using open source.

They’re not comfortable from a security perspective. There’s enough ambiguity out there that it’s just not worth it, right? Startups can cut corners that enterprises are not comfortable cutting. All you have to do is make it look dangerous to enterprises, and they can just ban any open-source use in their company.

Rory O'Driscoll

And again, to be clear, I have to distinguish something there. They wouldn’t say, “Ban open source.” They would say, “Ban non-U.S., China-based companies distilled on U.S. models.” They’re not going to ban Reflection AI or Poolside. At some point, there’s going to be an interesting opportunity for a U.S. open-source company like Reflection AI or Poolside to take some of this revenue.

But you’re right, Jason. Some version of banning these companies that have been found, quote-unquote, “guilty of distillation,” and that are based outside the U.S., in China, is plausible. Stepping back, one thing I noticed here is that Anthropic wrote to the Senate Banking Committee. Obviously, the minority head of the Senate Banking Committee is Elizabeth Warren.

You really have to want to get something done when, as a tech company, you say, “What I’m going to do is pull Elizabeth Warren onto my side.” Very few tech companies say, “That’s what I really need here today.” It just shows that you’re trying to get something interesting done here.

3. Chinese Models Face A Ban

Harry Stebbings

Guys, personally—and you don’t have to answer—but I’m just intrigued: do you think we should ban them?

Rory O'Driscoll

No, because I think you have to be very pragmatic. And again, I’m willing to be corrected, but there are 2 separate issues. If they’ve done the naughty, then they should pay the naughty tax. They should pay exactly as much as Anthropic had to pay to the book guys, and they should have to pay it to Anthropic. It’s easily priced, and that would make things, quote-unquote, “fair.”

So from a distillation perspective, no. Separately, from a national security perspective, as I understand it, if you are downloading the model, the code is open for inspection, the weights are available, and there’s nothing running and no telemetry back to China, then I don’t think there’s any danger. So I think you probably shouldn’t ban them. That would be my take.

Jason Lemkin

I think AI is going to be like the oil situation in the Persian Gulf today. As an economy in the U.S., we are so addicted to this: our 401(k)s, our stock market, everything we do, every bet, every re-election for every politician. We are so tied to the AI boom.

I’m not going to debate whether it’s a bubble, right? At some level, it has to be a bubble. We’re all on this journey together. 40% of the S&P 500 is tied to this bubble. I think we have to protect it.

Sarah Friar, or whatever, a year ago saying that the U.S. government should backstop all of our data centers—I think it was her who was flamed for saying that, right? It was probably true, and she probably shouldn’t have said it the way she said it. I think it was an offhand comment.

Everything is going to be circular, because we can say we don’t need that oil because we make plenty of it from fracking, but look at the impacts, right? Even if gas prices go up a dollar a gallon, people are freaking out. If their 401(k)s go down 20%, if Nvidia stops selling chips, I don’t know. I think we’re going to end up doing everything we can as a society to prop this up.

I think we’re all going to be, and it may even be more important than the other issues. We just don’t want unemployment. We don’t want these things to happen, and we’re all in on this, whether we realize it or not. We’re all tied to the AI economy.

It’s all about me. I care about unemployment, I care about everything, but my 401(k)? Don’t touch it, man. Don’t touch it. I feel a little bad about the price of gas, but don’t raise the price of my gas. Don’t touch my 401(k).

Rory O'Driscoll

What you’re saying might be true, Jason. I’m not sure it is, but it might be true. But if it is true, what’s implicit in that statement is really very negative. In other words, what you’re saying is: keep up the price of AI as an input to the rest of the economy by protecting these foundation models’ pricing structure so that they can get $1 trillion in revenue.

The loser, as is always the case with trade restrictions, is the rest of the economy, which won’t get cheap intelligence. They’ll get dear intelligence. What it means is the stocks in your 401(k) that are making AI will continue to make money, and the stocks in your 401(k) that should be getting the lift from AI are going to lose money.

It would be as if, in 1981 or 1982, the governments—I’ll give a classic example: IBM licensed MS-DOS, and they should have protected it, but instead everyone was able to clone it, like Compaq. It would be like the U.S. government coming in and saying, “No Compaq, no Dell. You can’t make clones of the IBM. We’ve got to keep IBM’s stock price up, and therefore we’re going to ban the clones, and we’re going to keep the PC industry a small, tiny, profitable industry for IBM.”

It could happen in this case because the dynamic of overseas national security makes it happen, but it would be, for the record, so fricking dumb.

Jason Lemkin

Well, look, here’s the counterargument. You might be right; it might be dumb, right? I think if you step back for a minute—

Rory O'Driscoll

But to be clear, dumb things happen all the time, especially when governments are involved. I have high confidence in dumb. See Harry for details. I’m in the U.K. Sorry, Harry.

Jason Lemkin

They do.

Rory O'Driscoll

I have high confidence in dumb.

Harry Stebbings

I thought you were going to stop at “See Harry for details,” and I was really hurt there, Rory.

Rory O'Driscoll

No, no, no. No.

Jason Lemkin

If you look at the history of LLMs on this show since it started, what has really changed—and Coinbase is just one example of this—we are probably leaving the oligopolistic age, right?

When we started the show, you could argue there were 2 monopolies. Anthropic owned coding. Elon Musk, when we started this, said, “Those Anthropic guys have something special. I can’t compete in coding.” OpenAI owned consumer.

They both had sort of weird pricing they made up and were losing lots of money, but they had these sort of dominant positions. As we began this year, we entered an oligopolistic era where we had 2 leaders. For a while, what happens in oligopolies traditionally is you compete aggressively on features and not on price. You essentially soft-collude on price, and the models were somewhat similarly priced.

OpenAI would be like, “Oh, we’re half the price for Codex,” but not really—we’re as competitive, right? Typically, when you leave oligopolistic stages, there’s massive price erosion because you’re no longer competing on features; you’re competing on price. That’s exactly what we’re seeing.

And governments do support oligopolies all the time when it’s—

Rory O'Driscoll

No, you fix pricing because of regulatory capture. I agree with what you’re saying: oligopolies are great for the people involved because, yes, you can have a price monopoly.

Jason Lemkin

And sometimes for innovation. If you look at the study, when you have folks that are brutally competing—we’re still competing—but if we agree that, basically, we’re $200 each for our Max program and we’re going to charge this much per token, how do you win?

You win because Anthropic comes in and builds this disruptive coding model and takes all that revenue, right? That’s how you win in an oligopolistic market when pricing doesn’t matter and features do. It can actually be great for innovation in the short term, but maybe not in the long term, right?

Rory O'Driscoll

I mean, include me out on that. Competition works. Again, going back, I think any number of examples says you’ve just got to let competition rip. You’ve got to let the open-source providers rip.

It’s the Coinbase example. The counterfactual is that if those open-source products didn’t exist, Brian Armstrong’s tweet would have been, “We were paying $10 million 6 months ago for our AI intelligence. Now we’re paying $60 million. What the frick do I do?” It wouldn’t have been as good a tweet.

We need competition to make this shit happen. I hear you, Jason. It might happen, by the way. You might see some pressure, but I think it would be a bummer. Move on.

Jason Lemkin

Hard to predict, at least, right? Hard—

Rory O'Driscoll

Yeah.

Jason Lemkin

Hard as of this date, I think it’s hard to predict. Hard to predict.

4. Microsoft Faces An AI Reckoning

Harry Stebbings

We’re going to jump around a little bit here, but few companies have had as much of a competitive tussle when it comes to regulation and government intervention—or tried to—as Microsoft. Microsoft is in a pretty poor state. It’s their worst month since 2000, I found, and they’re down 16%, 16.5% as of today.

I’m a holder of Microsoft, and just when I think it can’t go lower, it does. What is going on?

Guys, can you help me out here?

Rory O'Driscoll

So Microsoft, I don't have a theory of the case for why, this month, it suddenly dawned on everyone that its strategic position was weak. Ironically, just when they had one of their big announcements and Satya made all this conversation about their direction on AI, maybe it suddenly opened people's eyes. Because we've been saying for the last year, “Look, they don't have the standalone model. Their AI story really is: We spent a lot of money on CapEx, which we do to support OpenAI. We have a good investment in OpenAI, which is looking pretty good, though perhaps not as good as it was a year ago. But our core software business doesn't have a compelling AI product.”

Let's get real: Cowork and Claude Code are eating the 2 core parts of the Microsoft franchise back in the day, which was Office for the individual knowledge worker, which is what Cowork is becoming, and developers, developers, as Steve Ballmer used to say, which is what Claude Code is becoming. So when you zoom out a million miles, Microsoft, which is in the software business unlike Apple and therefore can't afford to stay apart from the great AI wars, other than its equity ownership in OpenAI, doesn't have anything compelling to bring to the table.

I think the market's looking at that and going, “You're not going to zero, Harry. Don't panic. You've had your hit.” You don't get the lift that you get from the growth stories. They'll say they have an AI growth story, but if you break it out in the numbers, which they don't do, a lot of that is just, “Hey, we're selling inference to OpenAI, so we have a growth story.” But what they don't have is a compelling end-customer growth story here that they own themselves. So I think the market finally caught up with the bullshit.

Jason Lemkin

Look, I don't know the answer either, right? It could be... It's a very complex business model. Microsoft just has—it's a conglomerate with Xbox, which I'm not a total expert on, and a whole bunch of pieces.

Stepping back for a minute, I think what is troubling is Microsoft guiding that Azure growth is decelerating. I think any time you see deceleration at all, Rory can say, “Jesus Christ, how can you keep growing 40% at this size?” Law of gargantuan numbers, right? It's massive.

But I think, just as a student, the only way your stock price is going to trade up is if you beat, raise, and grow. You have to accelerate in this market, and you can be an oldie like Okta and Twilio and just your stock can blow up, or even Navan if you reaccelerate. But the market's expectations are so high that guiding to 37% from 40% growth is a fail.

It's a fail for Azure. This is why maybe that regulation is coming for those Chinese open-source models, because we just can't afford the deceleration. But Azure is not the only factor, right? It's so important, and it's almost a canary in the coal mine that if there's any issue in Azure, we should at least reflect on why it is.

If there's any slowdown in this era where we're claiming we're all going to be running 20 agents 24/7, Azure should be accelerating, shouldn't it, even at this scale?

Rory O'Driscoll

Yes, because, again, Azure—and I cited developers, end users, and knowledge workers—but you're talking about the separate aspect of the business, which is the cloud business. And you're right, the Azure cloud business decelerates. But I think more fundamentally, a huge slug of the Azure cloud business is simply inference for other providers like OpenAI. So yes, I agree.

Jason Lemkin

But it should accelerate, right? That should accelerate.

Rory O'Driscoll

Yes. If you recollect—and this is a harsh comment—3 years ago, Satya did the “We're going to make Google dance” comment, and the truth is, since then, Google has massively outperformed. For all their faults, and I still think they have significant issues and risks, they at least have their standalone model and a product to sell.

The truth is, today, Microsoft has a 30% ownership interest in OpenAI and doesn't have a state-of-the-art frontier model themselves. That's a big difference.

Harry Stebbings

You know, it'll be interesting if Anthropic really does IPO in the coming months, if it stays on track. I have to imagine it's going to be one of those volatile stocks out there, right? Even a hint of news will send it up and down. I mean, even Cerebras is massively volatile, right?

But if Microsoft has this level of volatility, we're going to be reading every tea leaf about Anthropic. Anthropic looks perfectly linear. Well, I guess it's exponential; it all looks perfect and up and to the right today while it's private, right? All these rounds. But, man, I wonder how the volatility in that stock rises. A hint of bad news—boom.

5. Kalshi Chases Forty Billion

Jason Lemkin

Well, the experts in volatility are Kalshi, and Kalshi are apparently raising a new round at $40 billion. They raised their last round in May at $22 billion. Is this just the ultimate sign of the casinoization of society and risk-on mentality from consumers? They recently announced being at $2 billion in revenue. How do we feel about this?

Rory O'Driscoll

People like to bet, and the US had a prohibition on gambling on sports for the longest time. We talked about this last week. Poor Pete Rose never got into the Hall of Fame because he bet on himself. And now we have a couple-hundred-billion-dollar-a-year industry doing exactly the same.

So they're just riding that trend. They've got other products. It's not all sports betting, but it's about 70%-plus sports betting. It's killing it in revenue, so it totally makes sense.

Harry Stebbings

Will Kalshi be a $100 billion company in 12 months' time?

Rory O'Driscoll

I doubt it. Look, you get there 1 of 2 ways. Either sports betting continues to expand and they can take disproportionate market share. That's 1 option. Or the other is the whole crypto-perpetuals business, which I just started to learn about, which is effectively kind of futures on crypto, which is gambling to the end, right?

Either that business turns out to be much bigger than we realize, which is not impossible. I mean, look, ICE—not the ice, but ICE, as in the owners of the NYSE, Intercontinental Exchange—has a big ownership stake in Polymarket. Why that's relevant is that ICE runs stock trading and real financial markets, and it's taking a significant—I think about a 20%—ownership interest in the other big kind of online betting prediction market player, Polymarket. They're clearly saying this is a huge thing that can have a $50 billion or $100 billion kind of valuation.

So it's not crazy. It happens 1 of 2 ways. Either, A, sports betting gets ultra-huge, and they don't get tied up by regulation and all the issues around that, or, B, the non-sports-betting side of prediction markets, in particular the financial products, becomes huge.

I don't think predicting who's going to win the general election in the UK or who's going to be the next president in the US is a huge, enormous, ginormous business. I love it. I find it fun. It's actually the most interesting part of Polymarket and Kalshi, but that's not going to get you to $100 billion, because the number of people who actually really want to bet on the next president is pretty low.

It's either sports betting, which works because we all love sports. Good luck tomorrow, Harry. And then it's financial betting, which we all love betting because we all love money. I'm sure if you could bet on sex, you'd have the trifecta. It's the human desires.

To get a big-ass company, you need to cater to big markets, and predictions on politicians is a small market. Betting is a big market in sports. People love sports. Betting on money is a big market. That's my point.

Harry Stebbings

Dude, I totally agree. I did a deal into FOMO, which has got their new round on my index in USV, and their new product is Perps, which obviously allows you to do much simpler up-or-down bets on stock prices for consumers.

Rory O'Driscoll

Yeah, I actually went to try that product. That looks super handy.

Harry Stebbings

It's incredible. It's amazing, dude.

Rory O'Driscoll

No, I mean, poor old Warren Buffett is like, “It's time for me to die because you people have lost the plot.” But if you want action on the table, then Perps is your boy, right? If you have a strong feeling on where the market's going in the next hour, then go for it.

Harry Stebbings

Also, when you look at TAM expansion, Perps is a brilliant way to expand a TAM to a mega, mega market. Very exciting. Okay, SpaceX. Has SpaceX's IPO frozen the AI IPO market for now, given the size, magnitude, and weight of it? Does it put barriers up to subsequent IPOs?

6. Bending Spoons Reinvents Roll Ups

Rory O'Driscoll

I mean, it's worth pointing out that the anti-AI IPO is about to happen today. Literally, we're recording this on Tuesday, I think June 30. Bending Spoons is going public tomorrow, July 1, and this will come out on July 2.

Literally, Bending Spoons is the anti-IPO. It's a buy-and-build company, and they own AOL, for God's sake, right? Which, by the way, I remember, has killed its AOL email product but still is an ad network. They own Evernote. They own a bunch of stuff like that.

So that's a company that's literally a 20-year-old software company going public at $20 billion. It's not like the IPO market is shut, right? Which is what I thought you were originally saying.

Jason Lemkin

What you're basically saying is: Is the hidden question here, Harry, has the volatility around SpaceX made OpenAI and Anthropic nervous about going out? Is that really your question?

Harry Stebbings

Yeah.

Jason Lemkin

I thought this was more interesting when I added it to the list, but as I reflect on it, I think as long as the IPO remains up, I think they'll be fine. The volatility has been high and extreme. As we record this, greed will still trump fear, right?

But the volatility has been sufficiently high that you could imagine that changing before now and the day Anthropic IPOs. So I'm sure the bankers who have less to do are monitoring this every day, and I think the board and Dario will think about it weekly, just making sure it is the right time. It definitely shows there's a risk it isn't the right time. It shows there is some risk that Anthropic might delay its IPO. The volatility says it's not a slam dunk, but up is up. Like, everyone's—except for the poor Korean bank that forgot to put in their orders—most folks that at least bought in the IPO are up.

Harry Stebbings

Rory, you brought up Bending Spoons. When we look at multiples attached to IPOs, Bending Spoons is going to go out at $20 billion, which will be a pretty hefty multiple. I think it's about a 12 to 14x multiple, given revenues of 1.5 billion.

Rory O'Driscoll

Yeah, 1.5 billion in trailing revenue, but $600 million in Q1. So probably 8 or 9x forward revenue—a healthy multiple.

Harry Stebbings

For the antithesis of an AI company, is that not an extremely juiced-up multiple?

Rory O'Driscoll

It is funny because you're exactly right. It's like you have a whole bunch of single-product crap, B2B SaaS companies that have slowed to 10% growth and are trading at 3 times revenue, and then you have this company, which is an agglomeration of a whole bunch of tired consumer products that were growing at 10% until these guys took them over.

And when you read the S-1, you realize they don't get organic growth, they don't get new users. They just raise prices, cut costs, and suddenly that's being valued at 8, 9, 10 times revenue. So it definitely feels kind of a little weird.

It would be as if all the SaaS companies that were slow growth were trading at 2 times revenue, and Constellation Software, which is a roll-up of SaaS companies, was trading at 9 times. It definitely feels like, wow, that was a clever way to make money. You do wonder, is it a little faulty? But good luck to them.

Jason Lemkin

I think it's going to do well, over the medium term. Here's why. Good God, don't take the risk factors in the prospectus seriously, right? Or whatever the prospectus said. But there's a grain of truth. They said there's at least 1,000 businesses they've already identified that are material and can move the needle.

I think if they're this good at buying and repackaging these companies and there are 1,000 targets, they can maintain outlier growth rates for longer than we would be in the stock, right? So can they—I guess the meta-question is, going back to the Microsoft issue, note Rory's going to think it's an odd tie—can they maintain this outlier growth for 5-plus years to justify some sort of premium?

We can debate whether the premium's too high, but outlier growth gets a premium. I think without question, if they can execute at the level they have, it's justified for 5 years because there are 1,000 targets. And I think there's also going to be another Bending Spoons in B2B that's going to nail this.

They're going to buy these horrific products like Marketo and others, put a few smart people in them, and just boost the NRR. They're just going to boost the NRR and a few other things. And so I think there's a chance for several Bending Spoons to take the struggling software companies and do a revenue arbitrage because they can package them together into something high-growth. I think there's 5 good years here.

Rory O'Driscoll

I think that's smart, Jason, because you're exactly right. If you're one of those 1,000 privately held companies, and let's assume they're all consumer, there's nowhere else to go. I mean, that's the big attraction. These guys are the only way out, so they can lock—at least until someone else comes along—they can lock in some kind of revenue arbitrage.

Yeah, that's interesting. And yeah, you should be looking at it for B2B.

Harry Stebbings

Jason, you are the new CEO of Bending Spoons, it goes B2B, and you are able to choose 3 targets for your opening quarter. Which 3 targets would you choose?

Jason Lemkin

I mean, Bending Spoons has one trick, which is it uses a lot of folks in Italy who are lower-cost for engineering, right? But I assume the other trick it has is that it's able to incentivize GMs to do a decent job on these. Find kids—and these kids may be 60 and not 16, well, 26—but find kids to run these Eventbrites and AOLs and...

Let's assume you have a steady enough flow of these kids who give a shit, okay? Then I would start to buy up almost any B2B company with 9 figures in revenue and a sticky customer base because, literally, the worst product that we use today is our most expensive product. It's Marketo. Rory will remember it.

They threaten us. The API doesn't work. It breaks every day. They just told us they're raising prices 20% next year, like Bending Spoons, but without any features or functionality. The site went down for a full day the other day.

You put a kid in here who gives a crap, okay? And you say, “I just want you to take whatever Marketo still has at Adobe—$300 million of revenue left, right? It's probably decaying. Take that $300 million and give a crap. Don't threaten your customers. Actually launch some features. Remove the rate limits on the API. Do something so that, to retain your base, it would work.”

Even with our worst software, we would stay. It's not that hard. So I would take all these companies that have a sticky base and buy them. Then you take 10 companies at $200 million, you've got a $2 billion business growing 30% to 40%, and stack it. You've got something pretty nice.

But the problem is they're just putting mediocre people in charge of these. The non-Bending Spoons companies are having PE firms put these recycled mediocre executives in charge of them, who are going on learning tours for 90 days and coming up with no ideas. That's just not going to work.

Harry Stebbings

Can you buy these assets for a reasonable price?

Rory O'Driscoll

I think you can buy some, yeah. What's funny about this is the minute you ask this question, you can tell Jason that I'm going to do it too. You have this hot button of these markets that have been bugging you and companies where you're like, “For God's sake, will you do something?”

Yeah, I think the Marketo marketing automation space is one we both know, and there's something to be done there. I'll give you 2 examples, 1 of which is traded already. And I know Jason hates the first market—I said it before: Semrush.

Semrush is the old SEO optimization. It's so obvious that every one of those customers is going to need GEO, AI optimization. You should buy Semrush, buy some other little tool, and just bundle them together and sell them.

You can't do that now because Adobe bought Semrush for under 2 times revenue. Great deal, right? You could have turned that thing into something. And then another example, which the world continues to poke at, is PagerDuty, which is a company that's been out there. It has commanding market share, and it's never added AI-enabled incident resolution.

Jason Lemkin

Yeah, put a kid on it. If you can buy PagerDuty for what it's worth, put a kid on it who's really motivated. It could work.

Rory O'Driscoll

I totally agree. A business-oriented executive who maybe picks up a failed YC software incident-automation product and puts it together and, as Jason says, if you're not reaccelerating, you're dying.

But if you can get reacceleration to 20% by just upselling a slug of the install base, at 2x revenue, you could be Jason Lemkin's Bending Spoons B2B—BS B2B.

Jason Lemkin

I think what folks don't realize is that so many of these companies we're talking about—I can tell you because we interact with these people—they've given up. The entire team, their customer success team, has become a force of evil, right? They threaten you with lawsuits. They threaten you with everything. You can smell that their culture is not that we're not in terminal decline.

I used to have a guy on my sales team whose last job was working for the Yellow Pages. His job was that he got a huge bonus if his patch shrank less than 20% each year. He was one of the top performers. His patch shrank by 16% every year. I mean, at some point you've got to move on from that job.

I feel like this is working with the Marketo team and other teams we work with: the knives are out, okay? So my point is, it is not hard to turn around a team that has completely given up if they have a sticky customer base. This is not...

But you've got to find people who want it, and the cultures are just broken. It's not just Marketo. They're broken everywhere, right? These cultures have given up. So I like this model and I like the 1,000 targets. I think there's 1,000 targets for Bending Spoons, and I almost wonder if Constellation needs...

Listen, they've been wildly successful. I wonder if their model needs to be rebooted so they can get it up. I don't know if these kids want to work for Constellation or not. In the portfolio company where I've watched PE take them over, they're not running the right model.

I've sold a lot of companies to PE. I'm not close to them, but I watch them. They're still bringing in 2021 managers. They're bringing in folks who have never been a CEO before. They were never really a great success on their own, but they have a good set of logos on their account and they're a people person.

Jason's really a people person who's going on a speaking tour, who's going around the world for 90 days to just meet with the team, and then, “I want to meet back with the board in 3 or 4 months and come up with my ideas.” That doesn't work today, boys. That was great when Thoma Bravo bought you in 2021, right? We need the Bending Spoons—I bet at Bending Spoons, when you buy that thing, man, crap happens in the first 30 days. People are moved out. People are moved in. Products are shut down. We need that level of action, man.

Rory O'Driscoll

Pushing on that, it may be in part because—and I could be wrong—but what Bending Spoons is trying to do is similar to what Constellation and PE were doing 5 or 10 years ago in B2B SaaS: in other words, don't change the business all that much, but just optimize it. And you're right. So that's an easier task.

I think what you're saying, Jason, is true: if you buy a B2B software company today that's pre-AI, it is highly unlikely that simply optimizing and pressing the buttons will be enough. In other words, you can play the Vista moves from 2021. You can cut the costs. You can move headcount overseas, et cetera, et cetera. But I think what you're saying is correct. Unless you're generating new revenue from AI and significantly re-engineering the company—which is a bigger ask than just optimizing the existing thing—it won't be successful.

To that extent, I think that Jason's B2B—B2B dot, sorry, Bending Spoons B2B run by Jason—will actually be a harder managerial task than Bending Spoons, because I think all Bending Spoons had to do was take Evernote, take AOL, and just ruthlessly raise prices and optimize. There was a little less innovation required than I think would be required in B2B now. Just thinking aloud here. I hadn't thought about that until now. But I think the upside could be bigger.

Harry Stebbings

You also need a monster checkbook. PagerDuty's market cap says $750 million. You buy it at 2×, you're $1.5 billion on 1 asset. We times that up by 5—

Jason Lemkin

No, no, you buy it at $760 million. No one's buying PagerDuty for 2×. The board would have to take that deal in 6 seconds from a fiduciary obligation, right?

Harry Stebbings

You'd need to sell it at $760 million.

Jason Lemkin

I think any public company today—I mean, Rory's lived this more than I have—I think any public company in decline today that gets an offer at a premium of even 15% has a fiduciary duty to take that very seriously. They have to come back and say, “We genuinely believe this thing. We've got to go hire an investment bank and say it's underpriced at a 15% premium to market.” And then management, with their earn-out, they're going to take that deal in a heartbeat.

“I get to leave? I get to bail out of this sinking rat hole? I'll take this.” Management is going to be so aligned to take any deal where—some of them just get fired. They're not going to be excited about that, right?

Rory O'Driscoll

They just had a good day and are up a few bucks, but yes. I mean, it's $700 or $800 million. You're right. But that's because Jason wanted to start at the $100 million level. You could do the Bending Spoons thing and start with smaller deals and roll up to it.

Harry Stebbings

Well, that's what they did. It's a very long journey. This company is, I think, 15 years old.

Rory O'Driscoll

Yeah, but the point is, I think the meta point Jason's making is correct, especially in a world where standalone IPOs need $500 million and 30% growth. There are a whole lot of companies that aren't that, right? That are below that scale, that—this is going to sound stupid when I say it—but aren't family businesses you leave to your kids. They're venture-backed things with a CEO, and at some point everyone gets old, everyone wants to do something else, and all those businesses have to find a home.

So yeah, I don't think it's crazy. I'd love to see the Bending Spoons consumer list of 1,000 names, but I believe it would be there. Good digital assets that are just like, “Eh, don't matter enough.”

Harry Stebbings

Jason, I want to push you. You've got Marketo, one. What are the other 2 targets we're going for?

Jason Lemkin

PagerDuty was a good one, right? I mean, you need to—Rory's right. That's a very good one because you've got the right customer base, right? Datadog is extremely expensive. They have cheaper competitors. PagerDuty got crushed from all sides, across its whole suite, right? But its customer count is flat, and it's real. It's still got 15,000 customers or so paying for this product constantly. That was a good one.

Harry Stebbings

Asana?

Jason Lemkin

Boy, I have too much scar tissue from attempting to use that product. But probably, yeah. Listen, you have a company where the billionaire founder just up and quit a year and a half ago. That's one where there's got to be some way to turn this thing around in a space that, listen, has existential challenges, right?

Do agents need Asana? Agents don't need Asana. But I think you can make it more agent-friendly. I think you can do better. Probably do better—this is easy for me to say. I don't want to be too much of an armchair quarterback from a product that feels terminal, but it's probably a good one. I think it's a good candidate, right? It is a good candidate. Without all the pressure, too, right?

7. Chamath Builds An AI Startup

Harry Stebbings

Okay, I feel like there's a private company fundraising story that we need to touch on before we do a rage-bait reel. Chamath Palihapitiya has raised $135 million for his AI startup, 8090, or 8090, whatever he calls it, but he is also now CEO. For people who don't know, what do they do? It's a software factory platform that lets teams collaborate with AI to handle the full software-development cycle, from new builds to code refactoring, complete with governance. What do we think about this one, team?

Rory O'Driscoll

I just love the fact that you had Chamath now in the rage-bait category. That in and of itself was progress, right? All credit to him. At the risk of making the cliché, he used that quote a long time ago, but give him credit. He gave the “Man in the Arena” quote, and he got slammed for it. Well, now he is the man in the arena, and all credit to him for trying. Good luck, right?

It's a super-interesting market. There's obviously a ton, a ton of competition, but as he said in his tweet, it's the most exciting space you've seen in decades. How is all of software going to be remade? So I just give him huge credit for going for it, and good luck.

One of the things I'm trying to do, Harry, is I don't have to be snarky all the time. It's easy to be snarky at someone like Chamath, who just lends himself so well to snarkiness, given his stuff. But let's just take the high ground and say, “Well done. Good luck.” Go team.

Jason Lemkin

I don't mean to be snarky. I will say 1 thing in general, right? This is abstracting away from Chamath. There are counterexamples. I can give a few counterexamples. But my scar tissue is that I don't believe he's working 100% on this. I don't believe every waking hour is on this. I believe he's got a team at this point in life.

When wealthy folks—especially VCs—want to be a CEO but they're not working at the insane rate of a traditional founder-CEO, I find those run out of energy. I'm not saying he's not the exception to the rule, right? I know the Spotify guy that Harry's close with runs this scanning company too. That one. We have a lot of CEOs running side companies that are very successful, right?

Listen, anyone that's started a startup, it's all fun and games in the early days if you have any money. You pull together a team. There's a lot of whiteboard talking. You use your brand to get Accenture, whoever's backing you. It's all kind of fun until the shit hits the fan.

But do you want to be running this services AI business forever, 100 hours a week, or do you want to be hosting $25 million fundraisers in your palatial home? I mean, I don't know that you can do both successfully. I know there are examples. I just wouldn't invest.

There are certain things where, for me personally, I have scar tissue. I've written small checks into successful founders doing multiple things just for fun, and they're all zeros, right? I remember 1 of them. I asked this successful founder, “I don't really need to know what—I don't care about the valuation. I don't—just, are you telling me this is the only thing you're going to be doing?”

He's like, “Yeah, this is the only thing I'm going to be doing.” 30 days later, I see him working on another startup, right? So I'm out.

If literally Chamath drops everything but 8090—everything—and I see the sweat from his brow, and I see that—because the dude's fit and he's looking good, right? He's just had a massive win, the largest win of his career as an investor.

Jason Lemkin

I want to see the paunchy middle, the hair loss, his right-hand person quitting on him. Then I'll invest. Not until then. Too much scar tissue here.

It's too easy to start up today. Whether you launch into YC and raise at 30 pre when you started 3 weeks ago, it's not easy, but it's too easy. It's just too easy to start up today. Seeds for suckers, boys. It's for suckers.

Harry Stebbings

We're making the T-shirts. I really raged the internet again this week.

8. The New Series A Bar

I turned down a founder this week. Why? They were finishing the year at $1.5 million ARR, finishing next year at $5 million ARR. Today, brutal as it is, this isn't good enough to raise a good Series A. The opportunity cost of cash is real.

I deleted it because, honestly, no one engaged. It got 30 likes after an hour, which is not very much for our tweets. So I took it down because no one cared and it looked bad on my timeline. And then they put it back up and it became a thing. Do you think I was wrong?

Rory O'Driscoll

Okay, I can answer: yes. I think the factual statement you made is correct. In the kind of growth rates you're seeing now, the bar is higher, and there's an opportunity cost to doing something with a lower growth rate. It's not impossible.

We have done deals with those kinds of growth rates, which would have been very top-quartile in the age of SaaS but aren't in the age of AI. I can imagine doing some of those deals, but it's the exception, and you'd need some other extenuating factor. As a matter of pure truth, it was a correct reflection of the current venture market.

Were you correct to put it up? If you're not careful, as a VC, when you're saying your $1.5 million-to-$5 million deal isn't, quote, “good enough,” you really have to phrase it carefully so you don't sound like an obnoxious prick telling people their life's work is not good enough. That's tricky, Harry.

Harry Stebbings

Well, I'm really sorry. If that's going to ruin your day, don't be a fucking founder. Life's harder than a VC tweeting and ruining your day.

Rory O'Driscoll

Agreed.

Harry Stebbings

Right?

Rory O'Driscoll

I think life is hard, but it's precisely because the rest of your life is so hard that a little bit of compassion from the capital wouldn't hurt. But your message is correct.

Harry Stebbings

I had loads of founders and VCs saying, “Oh, classic Harry.” I was like, “Dude, Legora, Lovable, Mercor, Fireflies.”

Rory O'Driscoll

No, I, look, you could've—

Harry Stebbings

Come on.

Rory O'Driscoll

I'm just pushing it. Now, look, yes. A lot of people say you're mean, but what you're saying is correct. Again, we've discussed this before. You think rage is still engagement, so you're all happy. I definitely don't think you should have taken it down, because that looked like you were blinking. Yeah, that was a mistake. You blinked, dude. That's the bad part.

Jason Lemkin

Can I break it down just a little bit on the tweet? First of all, listen, I'm supportive of it. I would have retweeted it, and I'll also be supportive here. I think the problem with the tweet is that there are 2 things going on. The first part of the tweet is the state of the Series A market. The second part, which is more triggering, although people might not miss it, is that the opportunity cost of cash is real. Those are different points.

I'll tell you something that I think is subtly toxic that all these nice VCs are doing. I've watched 2 portfolio companies recently that were growing at great rates and are going to compound to huge winners. They're capital-efficient, but they're not quite at Harry's level—not at the A, at the B or the C.

I've watched all the VCs say, “Good luck, guys. Go do your round.” I built an AI pitch deck generator that uses all the benchmarks from ICONIQ and Bessemer. It tells you honestly what your odds are. It told all of them that, for a round, they're a B. Okay, it will tell you. Go to Saastr.ai, use pitch, just upload your pitch deck, it will tell you.

Not a single VC in either of these companies would be honest with the founders. I've tried in the past. I get my head cut off. In both of these cases, I said, “Here's my new thing. The hot companies in your space are basically later-stage, right? They're getting funded at, like, 30X ARR. Back-solve into what numbers you would need to get to raise at 30X ARR.”

This is me trying to guide founders there. It's too subtle. They don't listen. Then 2 months later, they're like, “Hey, I'm growing at this still top-10% rate, but not enough.” No one's honest. So the honesty of Harry's thing was very helpful. The opportunity cost of cash is a little more for people to process, right?

Rory O'Driscoll

For what it's worth, I do agree. I don't think I'm changing my mind, but I like what you said, Jason, because I'm playing the pattern back and I've seen the same thing.

You look at these companies and realize that everyone around the table knows that's not a deal they'd do, but they say to the company, “Have a go,” and they're not being honest. They're looking at the growth rate and saying, “That's not compelling compared to the other things I'm seeing. Just have a go,” when perhaps the better advice might be, “If you're only growing at 50%, should you converge on profitability? Should you raise a lower amount?”

You're right. Sending people out to get a harsh message from the market just because you're too big a wuss to give it in the boardroom is actually a pretty pathetic act, and I do agree with you, Jason. To some extent, I'm backing into Harry's point.

Harry Stebbings

Do you know what? I told this founder exactly this, which is why I actually tweeted. No bullshit. He said, “Do you know what? That's really helpful. I had no idea that wasn't good enough.”

He was super receptive, and he was like, “Honestly, dude, I didn't know that. That's really helpful, and I'll change how I project future revenues.”

Jason Lemkin

To dig deeper—maybe Harry doesn't want to go this deep—I do think there's a logic here. Here's what's wrong in Harry's tweet. Harry's tweet is, “Turned down a founder at $1.5 million, finishing next year at $5 million. That's not good enough to raise a Series A.”

If this was a long tweet, it might be, “Or maybe it is, but you might have to meet 150 VCs.” That's what I would add. If people are honest, I think they should be like, “Listen, you're at the edge.”

Rory O'Driscoll

Agreed.

Jason Lemkin

There's nothing wrong with $1.5 million to $5 million. You did better than I did back in the day. There's nothing wrong with it. If you put it on a spreadsheet, and your burn is low and you don't quit, you can build a generational company with those numbers.

But what it means is that it's literally frigging hard to get attention. Higgsfield, where I invested at seed and Harry invested, is just crossing $500 million in revenue in less than 18 months.

When I thought about that today, I looked back on my email and thought, “Why didn't I invest even more?” Then I get another email from a portfolio company growing at decent rates. It's hard to even pay attention, right? It's hard to even pay attention.

You have to realize that just getting attention is hard in this crazy world, and you've got to hunt Higgsfield or better. That's your job, right? When I started talking about Higgsfield on the show, nobody had even heard of it. You know why that's interesting? That means go find it. Go find it and stop worrying about the $1.5 million to $5 million.

If you talk to 150 investors, you're going to find someone who believes in you. The $1.5 million to $5 million doesn't really matter, does it? It's where it's going to go over the next decade, right? Someone may take that bet.

But don't run a process. Don't build a data room, give people 1 week to look at it, and ask for checks, right? Give it time.

Rory O'Driscoll

Yeah, no fast process. I think some versions of what you're saying are right. If you're at $1.5 million to $5 million, it has to be, “If you want to raise money, just understand the facts.”

The deals that are getting swept up are going from $1.5 million to $15 million. You're not that, so that has consequences. It has consequences in terms of the number of people you'll have to talk to, the range of people you have to talk to, the amount of capital you can realistically raise, et cetera.

I don't discount the fact, but I just want to say this because founders are listening: I do agree with you, Jason. You can be at $1.5 million to $5 million and still end up with an amazing, generational company because, yeah, we've seen that data.

I can't remember when, but there is a correlation—it's modest—between initial growth rate and overall outcomes. Companies that have grown slowly at the start have been huge at the end. CoreWeave was a slow grower and then became a huge outcome.

I do agree with you. It's not that we're saying to a founder, “Your dream is impossible. Go away and die.” That's just not productive, especially when they're growing from $1.5 million to $5 million.

What you do want to say is, “If this is your reality, you better think about how to cut your cloth accordingly and how you plan your raises.”

Harry Stebbings

And maybe you're not a venture asset anymore in a new world of venture, and that's totally fine. That's okay, too.

Jason Lemkin

You might be. I still think—listen, I just think there are 2 different tweets in your tweet, right? To Rory’s point, the reality is 95% of investors you’re going to meet today are going to say the opportunity cost of cash is too high here, right? They’re going to believe that. And even if they don’t believe it, their job’s on the line. They have to find a high flyer.

Even if they’d be happy to do this deal, they might get fired, right, if they don’t run the place, right? So they’ve got to find—everyone’s got to have 1 of these lighthouse investments in their portfolio, or you just might not be part of the next fund, right? This is a reality issue, right? That’s a different tweet from, “What are the odds, if you’re at 1.5 going to 5, that you’re going to raise funding today?” They’re just different tweets.

And listen, I’ve got your back, but you gave people 2 different reasons to get triggered, and you saw their reaction, right? It doesn’t mean any of it was—it was all correct, though. It’s all correct.

Rory O'Driscoll

Yeah. You should just run the Jack Nicholson “You can’t handle the truth” quote—that little clip of Jack doing that in the movie. That’s what you’re saying, Harry: They just can’t handle the truth.

But you are a little bit punky, though.

Harry Stebbings

It’s going to work in my favor, isn’t it? Really win them back with that one, Rory.

Rory O'Driscoll

Yeah, you really—

Jason Lemkin

You might—

Rory O'Driscoll

…win them back. You’re really going to win them back.

Harry Stebbings

Is there anything else?

9. Claude Tag Enters Slack

Rory O'Driscoll

Yeah, 1 thing. I’d be curious to get people’s thoughts on the whole—you’ve mentioned here Claude Tag and Claude Tag in Slack. Jason, I’d love to get your thoughts on that.

Harry Stebbings

Can we just provide some context? What is Claude Tag, for those that don’t know? Just some context here.

Rory O'Driscoll

It’s basically the ability to have Claude as a fully present member of a Slack channel focused just on whatever that is. If you look at the announcement, it could be your legal team. It’s a Claude agent for legal that’s just focused on legal, that just has access to that sort of information, but is a fully present member of your channel.

Jason Lemkin

Yeah, and in theory, it’s autonomous.

Rory O'Driscoll

Yes.

Jason Lemkin

Right? That’s the—that’s the point. It’s not just that it has—well, listen, I don’t know, because I tried to deploy Claude Tag, right? But you have to—I'm not—

Rory O'Driscoll

You have to be an administrator.

Jason Lemkin

You might have to. I think we’re just—I’m just not on the right enterprise plan, and Claude is the biggest issue. So I haven’t used it. I tried to use it for the show, right?

So listen, a lot of things like Claude Design—before the internet and information says the world has ended, let’s actually see how important this product is to Anthropic. If this product is existentially important to Anthropic, this could be the biggest deal for traditional software there ever is, right? It runs cross-platform. It runs on Salesforce, it runs on HubSpot, it runs on all the other things.

If the agent can run 24/7 autonomously, take all your data in, build all the analytics, build all the dashboards, and run autonomously out of it, then your data can flow between apps and you won’t even care where it lives. All the fears about headless become true because Claude is your head. Salesforce and HubSpot really do become dumb databases.

There is a version of this where Anthropic puts its best people on it and doesn’t quit, where it is existential to everything. Let’s give it a week, right? Or is this Zapier on steroids? Or is it even very good? Because Slack has a Slackbot, which is pretty good, right?

One of the things the press was asking was, “Why is Salesforce supporting this when they launched their own version of this a couple of months ago?” Well, what choice do you have, right, at some level? But I wouldn’t be surprised if this vector doesn’t maintain so much energy and Slackbot is better, right? That’d be the most logical thing, but we could be wrong.

Enterprise is the big battlefield, and as much as Claude Tag created some anxiety at Salesforce, it might be the Trojan horse and, in 6 months, it’s like it’s a big effing deal. But we have no evidence of that, right? We have no evidence Claude Design is going to kill Figma in any way, shape, or form at this point. We have no evidence there’s a long-term commitment to that, so I’m skeptical. But existentially, man, it could disrupt everything in software—in business software.

Rory O'Driscoll

That was a good summary, Jason. I agree. Someone asked, “Why did Salesforce let it happen?” They have no choice. They own Slack, they have their Slackbot, but you can’t be the cross-platform comms—you know, communications platform—for your company and then not allow access to an agent that’s enabling you to do better work, because that just pushes people away from you.

So I think the interesting thing here is, if you’re lurking on a Slack channel as an AI, you really just get a very good handle on how people do the context part of work—that lovely post from J.R. Storment and Foundation Capital talking about capturing context. Basically, that’s a fancy word for capturing all the weird shit people do on top of the actual apps, which reflects how they actually do their work and how they configure their work to suit the SaaS apps, which is what happened in the prior generation of software.

Capturing that context is really useful because it allows an AI to automate that work. The truth is, a lot of that context exists in Slack. So if you’re watching people interact on Slack, and you watch it autonomously for weeks and months on end, you probably will get a pretty good handle on how people do work—how Jason and Rory handle whatever exception we’re dealing with and when we’re talking about it on Slack.

So I think it’s an interesting entry point. You’re right, it’s only an entry point. It’s not the end of the world. But I think Salesforce is right to say, “Okay, you’re in there now, and we’re going to make sure that the Slackbot is better and remains better.” So, yeah, I agree with your assessment. Super interesting. Watch this space. But definitely an interesting entry point into capturing what’s going on at the context graph level.

Jason Lemkin

By the end of this year, Anthropic will have more revenue than every public software company combined.

Rory O'Driscoll

Unless Brian Armstrong has his way and cuts it in half.

Jason Lemkin

Yeah, maybe, but for perspective, we just have to wonder: Is some of the stuff that we think is very important, or that the media acts like is very important, just not material to Anthropic and OpenAI? It’s just not.

As these guys cross 100 billion in revenue, 200 billion in revenue, they may be like the early days, when I started in B2B as a founder and when I first met Rory. Most folks thought it was just too small. It just wasn’t worth anybody’s time. These markets were just too small. Now they’ve got big, but AI got so much bigger, and they may not—it just may not be worth Dario’s time to worry about whether he’s disrupting Salesforce.

It’s not even Salesforce’s 42 billion. He may be looking at the net new bookings. What is Salesforce adding at 10%? 8 billion? He’s like—because, you know, materiality has always been 10%, right? So if I can’t make 10 billion-plus, I don’t know if Anthropic can get out of bed for something that doesn’t generate 10 billion of revenue.

Maybe that’s always been the definition of materiality in my experience. I think it was even the SEC’s, right? 10%—you had to disclose it in the old days. I don’t know if Anthropic can get out of bed for less than 10 billion of revenue by the end of the year. It’s just not enough. It’s just not enough.

Now, it’s one thing to just do an experiment or build something that makes Claude better, right? That’s an integration. Like, we’ll make Claude better. We’ll integrate more with every single app and take in the data, but I think they may not care about that revenue that the leaders are terrified of losing.

That’s probably why there was that crazy disconnect with the guy leaving the Figma board, right? There was such drama for Dylan. To Anthropic, they’re like, “Oh, we didn’t know you’d care.”

Rory O'Driscoll

Gotcha.

Jason Lemkin

This isn’t even important.

Rory O'Driscoll

Yeah, sorry—

Jason Lemkin

Sorry.

Rory O'Driscoll

What? How bad?

Jason Lemkin

Genuinely sorry. We didn’t even—this wasn’t even—we don’t even talk about this each week at the—

Rory O'Driscoll

It’s the—you know, when elephants dance, the little people get trampled. Exactly.

Jason Lemkin

Yeah, we didn’t even know.

Rory O'Driscoll

Didn’t even know.

Jason Lemkin

Sorry—genuinely sorry.

Rory O'Driscoll

Yeah, whoopsie. Next time we’ll be more careful.

Harry Stebbings

Boys, it’s a wrap from the British beach. Thank you so much for this, Rory. Always a killer line at the end there. What is it? “When elephants dance, the little people get trampled.”

Rory O'Driscoll

I think it’s something about mice getting trampled or something. Whatever. Yeah, no. Well, Harry, by the time this comes out, we’ll know how the US and England have done, and by the time I see you next week, hopefully we’ll both be progressing to, let me see, the round of—

Harry Stebbings

I’m going down the pub for the game.

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