曲凯 × 莫子皓

子皓认为 personal agent 的消费级时机已到，OpenClaw 却显示产品与传播链路仍是瓶颈。Ambi押注线下 context 和持续交互，降低获取智能成本，并以交互沉淀迁移成本。模型仍在进步，但分发、电池与佩戴体验仍限制扩张。

David Senra × Alexandr Wang

Muse is Meta’s bet that personal agents—not coding or enterprise AI—can become the next major consumer AI category, leveraging its consumer distribution and 3.5 billion daily users.After an early-2026 Opus 4.5/OpenClaw catalyst, seven months of evaluations across more than 100 behaviors produced Musepark 1.3, while disclosed users remain only “millions”; reliability and escalating trust are key growth signals.

Andrew Sharp × Ben Thompson

AI agents are exposing a widening Mac trade-off: Apple’s permission model protects against malware but can leave headless systems and autonomous software stalled without explanation.Ben’s Linux server experimentation and enthusiasm for Apple-backed LG smart-home hardware point to two possible paths—developer flight or an integrated Siri-to-hardware platform—while execution remains unresolved.

Koji × KK × 山音

AI 将影视生产从高资本项目推向低成本、全栈创作者生意，稀缺性转向审美、判断与最终决策。剪辑时间线把剧本、资产、生成和修改收拢为实时闭环，《阿明的一天》三天定剪，Seedance推动资产复用与 reference to video。供给增速可能先耗尽创作者的生活经验，实时游戏等生成快于观看的新媒介则成为值得跟踪的下一轮增量。

Fred Wilson × Rebecca Kaden × Michael Mignano × Molly O'Shea

USV’s $900 million fund targets 30-40 companies with $10 million-$30 million Series A checks as larger rounds and scaling costs reshape venture.Its AI thesis spans applications, infrastructure, physical AI, and energy, while usage retention, compute costs, inference subsidies, distribution, interoperability, trust, and leadership concentration remain key tests.

David Senra × Ari Emanuel

Ari Emanuel’s $4.2 billion UFC acquisition bet on scarce live sports compelling platforms to pay, despite Fox’s sale, AT&T’s blocked deal, Comcast’s disinterest and Amazon’s withdrawal.By expanding ESPN’s initial $300 million, eight-event package into 10 events plus pay-per-view, he secured a seven-year agreement approaching $4 billion, while TKO and MARI extend the thesis but financing and timing remain risks.

Elena Burger × Olivia Moore × Josh Elman

Consumer AI’s traffic rankings mask monetization: 29 of the 50 products leading on consumer card spending appear on neither traffic list, while the top 10% of paying users generate more than half of revenue.Personal agents are emerging, but Muse’s roughly 5 million U.S.-and-Canada downloads in about 22 days trailed Threads’ 16 million; high serving costs make lower inference costs and trusted advertising pivotal catalysts.

Andrew Walker × George Baxter

Turning Point Brands is positioning FRE and Tucker Carlson-backed ALP as a third nicotine-pouch player, using national distribution, regulatory capability and an expanding salesforce.Cash-generative legacy businesses may support expansion, but PMTA, slotting, marketing costs and unresolved domestic-production timing and Tucker economics could pressure earnings.

Chamath Palihapitiya × Jason Calacanis × David Sacks × David Friedberg × Jake Paul × Drew Taggart × Alex Pall

Jake Paul is turning owned attention into distribution and talent infrastructure, citing 138 million Netflix viewers for the Mike Tyson event and 400 MVP fighters.His $100 million Anti Fund and The Chainsmokers’ fund target venture economics, but later tranches priced at two or three times earlier valuations without operating improvement leave realized DPI—not TVPI—as the test of Chamath’s bubble warning.

Koji × 于红

于红放弃八位数 carry 和十五年一级市场生涯，转向儿童 SEL 教育，押注语数外巨头尚未覆盖、却在中国日益严峻的社会情感能力缺口。她以林迪效应判断 AI 时代语文和开放性更稀缺，并以高认知家长为起点逐步教育市场；五年十年仍是起步期，家长认知与效果验证是关键变量。