Ben Horowitz

Ben Horowitz × Martin Casado × Diogo Almeida

Jev targets AI’s missing software layer: a natural-language primitive that joins a state machine and selects actions with confidence, making software itself more capable rather than merely speeding code production.Its economic unlock is reliability—“the same intelligence every time”—which could let incumbent SaaS vendors automate high-return workflows across existing distribution, while state consistency, security, cost, speed, and strong guarantees remain unresolved.

Ben Horowitz × Erik Torenberg × Greg Brockman

Greg Brockman says Astra is “pretty reasonable to call ...AGI,” with coherent 24-hour runs across domains and a discontinuous jump driven partly by computer use that reduces reliance on purpose-built connectors.OpenAI shifted 25% of production engineers to security, saturated Astra’s identifiable P0s, and committed $1B plus discounted CrowdStrike access, but compute distribution and safety, security, and alignment may become the next binding constraints.

Erik Torenberg × Ben Horowitz × Jennifer Li × Rayan Krishnan

Meta’s Llama 4 performed worse privately but showed incredible ability publicly, exposing why labs’ self-reports cannot support rational purchasing markets.Token spending is opaque: a Fortune 10 company’s $100 Cloud Code budget reset at 4 PM, while an experiment spent $1.5 million—10 times payroll.Val Smith’s repository evals may clarify ROI, while RSI leaves geopolitical verification risk to monitor.

Ben Horowitz × Martin Casado × Raghu Raghuram × Erik Torenberg

a16z’s new AI infrastructure fund captures a founder migration into hardware, with top-founder hardware pitches rising from roughly 3–5% to “north of 20% or 30%.”Hyperscaler capex, booked-out GPUs and resale premiums support opportunities across chips, power and cooling, while grid shortages, regulation and uncontrolled agent spending remain constraints.

Ben Horowitz × Travis Kalanick × Erik Torenberg

Adams is positioning “industrial AI” as an atom-based computer, with robotic food production at roughly $6–8 per meal targeting delivered meals near grocery-store cost and mining automation pitched as 20% more gold per year.Transport becomes the platform’s wheelbase across multiple hundred-billion-dollar industries, but the thesis still hinges on proving autonomy faster than Waymo and overcoming resistance to change.

Alex Rampell × Ben Horowitz

AI is eroding software’s migration, data, and interface moats while compressing product runway from years to “five weeks.”As code becomes replicable and agents flexible, defensibility shifts toward genuinely distinct value, while electricity, memory, manufacturing, and grid equipment become binding constraints.Venture capital could consolidate into bank-like institutions or expand dramatically if AI creates abundant new businesses, leaving its long-term structure unresolved.

Ben Horowitz × Erik Torenberg × Alex Blania

AI agents will force platforms to distinguish humans, authorized agents, and autonomous agents, making privacy-preserving proof of unique humanity a potential internet infrastructure layer.World ID’s iris-based, multi-party computation architecture returns only a uniqueness result, while reported scale of 18 million verified users faces a demanding rollout of roughly 50,000 US Orbs and platform adoption risks.

Peter Diamandis × Ben Horowitz × Salim Ismail × Dave Blundin × Dr. Alexander Wissner-Gross

Recursive self-improvement is already operating as frontier models propose experiments, optimize inference loops, and develop successor models, even with humans still pressing approval buttons.AI economics favor capital-intensive platforms and rapid distribution, while Apple’s local-agent hardware opening and the unresolved xAI departures make infrastructure, talent controls, and adoption timing key variables to monitor.

Erik Torenberg × Garrett Langley × Ben Horowitz

Flock is positioned as an intelligence and orchestration layer that integrates license-plate readers, gunshot detection, drones, video, and criminal-history context.Its claimed operating evidence includes about 1 million arrests and more than 450 returned missing children, while Vegas reportedly saw police shootings of suspects fall approximately 75%; staffing shortages, retention rules, and community distrust remain execution risks.

Mark Zuckerberg × Priscilla Chan × Ben Horowitz × Erik Torenberg × Vineeta Agarwala

Biohub is betting that shared scientific tools, not another round of small grants, can accelerate cures through $100 million to $1 billion investments over 10–15 years.CELLxGENE standardized single-cell data and created a network effect: CZI funded 25% of the resource while the broader community contributed 75%, supporting a model-to-experiment flywheel.Biohub plans to expand from roughly 1,000 GPUs toward 10,000, but virtual-cell models remain quite early and must prove that directional predictions can reliably derisk costly wet-lab work.