20VC with Harry Stebbings

20VC with Harry Stebbings

Nikesh Arora argues that while frontier AI models chase consumer breadth with high false-positive tolerance, enterprise AI adoption requires expensive depth and context to handle edge cases, predicting token costs will fall 90% and traditional G&A functions will halve within three years as AI transitions from passive software to opinionated agents.

20VC with Harry Stebbings

Flexport CEO Ryan Peterson reveals the company is on track for $450 million in net revenue and approaching profitability, while sharing contrarian views on why fear of losing drives founders, remote work is "white collar fraud," and AI dependency poses existential operational risks.

20VC with Harry Stebbings

SpaceX completed the largest IPO in history at

20VC with Harry Stebbings

Perplexity CEO Aravind Srinivas argues his company forced Google's strategic pivot to AI mode while asserting that sustainable AI value lies not in frontier models but in orchestration interfaces that maximize token value per watt for high-spending power users running autonomous agents.

20VC with Harry Stebbings

Matan Grinberg argues AI will drive tremendous GDP growth as companies learn to allocate tokens and talent toward core business outcomes rather than intermediate metrics. The landscape is shifting toward smaller elite teams, intelligent model routing between open-source and frontier options, and ruthless focus on build vs. buy decisions as value accrual becomes time-dependent across the AI stack.

20VC with Harry Stebbings

SpaceX is launching the largest IPO in history at a $1.8 trillion valuation using a risky fixed-price mechanism that bypasses traditional price discovery, while OpenAI files confidentially to go public and venture LPs raise return expectations to 7-8x following massive liquidity events.

20VC with Harry Stebbings

Nebius co-founder Roman Chernin argues AI infrastructure is not a bubble but in its infancy, with enterprise adoption at roughly 1% and demand proving highly price elastic—as compute costs drop, consumption expands to solve more complex tasks rather than contract, creating room for both frontier and open-source models.

20VC with Harry Stebbings

Legora CTO Jacob Lorettson explains how AI tooling has fundamentally shifted engineering bottlenecks from code writing to systems architecture and review, while emphasizing that "taste" and edge-case handling remain critical differentiators as competitors can now replicate surface-level features instantly via "vibe coding."

20VC with Harry Stebbings

20VC host Harry Stebbings is joined by Jason Calacanis and Rory O'Driscoll to discuss Anthropic's IPO filing and Cognition's $26B valuation, debating whether trillion-dollar outcomes are warping VC psychology while warning that AI compute costs are forcing enterprises to choose between token budgets and human headcount.

20VC with Harry Stebbings

Mercor CEO Brandon Foody discusses the company's explosive growth to over $1B revenue and $10B valuation, addresses recent security challenges, and argues that AI application layers lack defensibility while predicting that training AI agents will become the dominant new job category.

20VC with Harry Stebbings

Corgi Insurance CEO Nico details the company's radical '7-day week' work culture where employees live in the office, revealing a philosophy that prioritizes asymmetric upside and winning at all costs over work-life balance, traditional credentials, and even longevity. The interview explores how this intensity serves as a filter to attract 'killers' while repelling those unwilling to sacrifice health and weekends for trillion-dollar ambitions.

20VC with Harry Stebbings

The video analyzes Nvidia's record-breaking $81.6