Harry Stebbings × Naveen Rao

Rao sees US spare power becoming scarce within years, tying AI growth to construction.Unconventional co-designs models and hardware for efficiency as falling token prices pressure inference margins, despite a $10 trillion market forecast within 10 years.He sees robotics 100 times larger than agentic coding, with prototypes in two to three years and a market in five to seven.

Chamath Palihapitiya × Jason Calacanis × David Sacks × David Friedberg × Nikesh Arora

Chamath estimates 90% of AI spending is concentrated in 1% of companies, with 80% from unprofitable VC-backed businesses, leaving genuine demand diffusion the key test.France’s 10-year yield has exceeded 5%; Chamath says bond pressure toward 8% could force a reset, while Jason sees no reasonable endgame.

Tulip King × Eli Ben-Sasson × Saeed Badreg

Ansem’s October 22, 2026 risk reduction clashes with Tulip King’s “retirement cycle,” as stablecoin use and scaling challenge ETH/SOL value capture.Sunrise’s roughly $160 trillion tokenization opportunity hinges on market makers, mint-and-redeem arbitrage and distribution, not merely cross-chain transfers.Starknet’s L1 exploration adds a post-quantum catalyst, but Ben-Sasson’s “next two years” is a concern window, not an attack forecast.

DeFi Dad × Zaki Manian × Sudo

Zcash’s 2025 rebound followed a usable Zashi wallet and NEAR Intents, with Bitcoin-heavy flows pointing to Bitcoiners as a clear buyer group; at the host’s roughly $1,300 ZEC reference price, Zaki estimates a Z15 Pro’s payback at under ninety days.Ironwood moved over 4 million ZEC out of Orchard, but quantum safety remains incomplete and scarce security expertise leaves scaling versus shielded DeFi contested.

Peter Diamandis × Salim Ismail × Dave Blundin × Alexander Wissner-Gross

SpaceX’s AI pivot pairs nearly $20 billion in quarterly spending with sub-year data-center payback and guidance for $100 billion annual revenue run rate by December.A possible SpaceX–Tesla merger remains exploratory, with no agreed terms; the 30–40% premium estimate sharpens approval and Musk-dependence risks.Agent monitoring failures and decade-old PHP vulnerabilities also make defensive AI infrastructure an immediate operating requirement.

Daphne Zohar × Brad Loncar × Chris Garabedian × Sam Fazeli × Eric Schmidt × Josh Schimmer × Matt Gline × Ali Mortazavi

Moderna’s selloff puts a near-$100 billion valuation against $2.2–2.3 billion in annual revenue and established melanoma competition, though Loncar says the data strengthened the medical and commercial case.Tango’s PRMT5 inhibitor delivered an 82% response rate and 88% non-progression at nine months in heavily pretreated pancreatic cancer, but its shares fell; the MTAP-deleted opportunity may cover 30–40% of patients.

Andy Jassy × Ben Horowitz × Erik Torenberg

Amazon expects about $220 billion of 2026 CapEx, yet AWS capacity is sold out for 2026, largely for 2027, and partly for 2028; AWS AI has exceeded a $25 billion revenue run rate.Data centers require investment roughly two years before monetization, pressuring free cash flow; broader enterprise inference adoption also hinges on costs Jassy still calls an order of magnitude too high.

Jordan Nanos × Howie × Sherry Zhang

2025 patents point to ASML's unannounced die-to-wafer bonder, several years out, leveraging its metrology and wafer-stage strengths.Logic’s shorter, denser connections offer the clearer efficiency case; HBM’s higher costs and customer requests for fewer layers leave use unlikely before 2029, if at all.Yield still hinges on six-axis alignment, particle control and supplier integration across the conveyor design.

Jason Yanowitz × Santiago Roel Santos × Haseeb × Zaki

GPT-56’s exploit for a PHP flaw known since 2004 shows AI making neglected vulnerabilities economic targets; Cloudflare reportedly saw attacks climb from hundreds hourly to millions.Haseeb sees model economics favoring DeepSeek’s cheap volume or Anthropic’s superior intelligence; OpenAI’s routing of Kimi K3 and GLM 5.3 could make it an enterprise control panel but may weaken OpenAI’s model-building incentive.

Sarah Guo × Dane Knecht

Vulnerabilities once seen annually now appear weekly; Knecht expects security to consume most engineering time for 18 months.Cloudflare counters with simpler code, independent reviews and free major-vulnerability protection; its red team may grow from one to four or five by next year’s end.Agent wallets, a stablecoin and its gateway test CPM-priced micropayments, though readiness remains uncertain.