David Senra × Luca Ferrari

Bending Spoons is a buy-to-hold-forever operator, producing $3B in run-rate revenue at 54–55% adjusted operating income margins through acquisitions and deep integration.Evernote's headcount fell from 350 to about 20, while revenue now exceeds $100M and product velocity is at least three times faster, demonstrating the operating model's leverage.Diagram and Alt Spooner point to further productivity gains, while fewer, larger deals and the unresolved IPO timeline remain important execution signals to monitor.

Anish Acharya × Jen Kha

Frontier AI is becoming a many-winners market: xAI moved from non-contender to one of three in two weeks while OpenAI, Anthropic and others grow through specialization.Rising B200 per-hour prices indicate constrained supply and essentially infinite demand, but coding agents threaten integration moats; open-weight models may capture bounded-upside workloads as cheaper consumer software awaits an AI-native app store.

David Senra × Travis Kalanick

Adams—also rendered “Atmo” or “Atoms” in the transcript—is pursuing specialized robotics and AI across food, mining, and robot “wheelbase,” targeting gains such as 20% more annual mine output.Its investable thesis is that operational efficiency can eventually outrun subsidy, but management capacity, regulatory intervention, and the company’s “slightly different” fundraising process remain key execution and financing variables to monitor.

Travis Kalanick × Ben Horowitz × Erik Torenberg

Atoms is applying full-stack industrial AI to food, mining, and transport, with production, logistics, robotics, and infrastructure unified as an “atoms-based computer.”Its 50% production-cost reduction, 50¢–$1 robotic delivery, and mining productivity now above humans support a path to lower-cost meals and faster deployment, while execution depends on management capacity and overcoming industrial regulation.

麻花 × 张兵 × 施骅伦

美国资本已从英超俱乐部扩展至欧足联赛事商业开发、版权与转会应收账款金融，形成覆盖足球产业链的收费网络。伊普斯维奇三年实现收购成本2.5倍纯利，显示小球队也有重估空间，但英超本土版权收入较2016-19周期少31%，杠杆、球场资本开支与估值击鼓传花仍是核心风险。

Harry Stebbings × Mike Mignano

With OpenAI, Anthropic, and xAI building the infrastructure layer, Mike Mignano sees the application layer entering its value-creation window, though the buildout is not finished.Labs may lose the app layer to regulatory clearance, organizational context, and focused distribution, while startups can maximize token spend and exploit the 70% of markets left beyond the winner.The key variables are recursive self-improvement versus model commoditization, agent trust, routing economics, energy demand, and whether fund size matches repriced ownership and cash-on-cash math.

Erik Torenberg × Jake Paul × Geoff Woo

Anti Fund is pairing growth capital with Jake Paul’s scarce distribution advantage, backing names including Anduril, SpaceX, OpenAI and Anthropic as Woo argues that attention, not capital, is increasingly constrained.Paul’s experiment-measure-concentrate playbook and resilience underpin the partnership, while creator monetization, political and education ambitions, platform limits and the possibility of rapid AI imitation remain important variables.

李翔 × 屈田

美团的胜负手不是融资排名，而是盈利现金流、可塑性团队与内部干部造血：阿里在估值不变下将拟投额从4,300万美元降至3,500万美元，投后先审计并暂缓IPO。极兔从2017年印尼第二成长为多数国家第一、份额约35%—36%，但AI Agent可能绕过交易平台，持续侵蚀中型平台的增量与定价权。

Harry Stebbings × Josh Browder

Josh Browder’s one-man accelerator combines sub-$5M pre-seed entry, founder cohabitation and hands-on screening, producing 33 deals in fund four and a Micro 1 return well over a thousand X.His broader signals are that framing can flip funding outcomes, he thinks Anthropic will get to a trillion in revenue, and Nevada land serves as his hedge against both post-economic abundance and tech going to zero.

曲凯 × Albert

Albert判断软件价值链可能呈“哑铃型”：模型公司拿走多数价值，三五人OPC承接长尾，中型软件公司最危险。团队五六人几个月做出几十个产品但“收益是零”，说明开发效率不等于运营、增长和标准化能力。长尾产品或将靠体验、审美和情绪价值获得认同，社区能否为新创作者制造“回响”，以及资本是否转向现金流分成，仍待验证。