20VC (20 Minute VC)

→ WHAT IT COVERS Naveen Rao, founder of Unconventional AI (valued near $5B) and former Mosaic ML CEO, argues that hardware and energy infrastructure will define AI's next decade, the inference market will reach $10 trillion within ten years, robotics will dwarf agentic coding as a market, and pure software investors face structural obsolescence. → KEY INSIGHTS - **Energy as the binding constraint:** US power grid operates at roughly 900 gigawatts but peaks near 1,300 gigawatts — that excess...

→ WHAT IT COVERS Harry Stebbings, Rory O'Driscoll, and Jason Lemkin analyze venture capital's structural shift toward trillion-dollar-or-bust investing, CoreWeave's 20% stock drop, Anthropic's IPO valuation sliding from $2T to $1.5T, Modal's $750M raise at $15.75B, Anduril's $90B tender, and why code review emerges as software's most critical category.

→ WHAT IT COVERS Bessemer's Sameer Dholakia joins Harry Stebbings to discuss the firm's $5.75B raise across two new funds, why seed investing now requires $1B+, how to underwrite frontier AI companies at 100x ARR multiples, and which positions in the VC market will survive the next decade of consolidation. → KEY INSIGHTS - **Frontier AI Valuation Framework:** When evaluating AI companies at seemingly absurd multiples, focus on NTM (next twelve months) gross profit rather than current ARR.

→ WHAT IT COVERS Harrison Chase, founder of LangChain, covers the core challenges of building reliable agents, where value accumulates across the agent stack, how model routing works at harness versus gateway layers, why vertical agents outperform horizontal ones, how LangChain manages 30% of engineering salary on coding tools, and why tier-one VC firms like Benchmark and Sequoia justify taking valuation discounts.

→ WHAT IT COVERS Harry Stebbings, Jason Lemkin, and Rory O'Driscoll analyze five major stories: Valar Atomics suing Day One Ventures over pro-rata rights at a $6B Series B, Meta's Muse Wonder model launch, NVIDIA's rumored $30B Reflection acquisition, JEV's $870M Series A at $7.5B, and the ongoing SaaS market consolidation hitting sub-scale companies hardest. → KEY INSIGHTS - **Pro-Rata Valuation:** Pro-rata rights carry real monetary value that should be priced into early-stage term sheets.

→ WHAT IT COVERS Atlassian CEO Mike Cannon-Brookes argues that AI agents will not replace software interfaces, that design becomes more valuable in the agentic era, and that enterprises should be skeptical of specialized model claims while prioritizing model routing and cost discipline as core competitive advantages. → KEY INSIGHTS - **Interface Strategy:** Abandoning user interface development in favor of purely headless, agent-driven architectures is a strategic mistake.

→ WHAT IT COVERS Max Freeman, SVP Sales at Ramp, details the operational systems behind Ramp's $1.7B ARR sales machine — covering talent acquisition from non-traditional backgrounds like investment banking, engineering-driven outbound automation, compensation design for early-stage teams, onboarding boot camps, pipeline review cadences, and how to identify high-performers before quota data exists.

→ WHAT IT COVERS Harry Stebbings, Jason Lemkin, Rory O'Driscoll, and MongoDB CEO Dave Itzchak analyze OpenAI's surge to a $70B run rate, the Cognition-Factory adviser controversy involving Vinod Khosla's public criticism of a portfolio company, Salesforce's $2B Listen Labs acquisition, ElevenLabs doubling its valuation to $22B, and agents reshaping vendor selection. → KEY INSIGHTS - **AI Model Loyalty:** Developer switching costs between LLMs are low and accelerating.

→ WHAT IT COVERS Venky Ganesan of Menlo Ventures joins Harry Stebbings to examine how AI is reshaping venture fundamentals: seed round sizes hitting $100M+, ownership stakes compressing below 2%, AI revenue metrics being gamed, and why IRR now matters more than cash-on-cash returns in an era where the Magnificent Seven tax every startup's P&L. → KEY INSIGHTS - **Seed investing as options strategy:** Treat every seed check as an option bet to identify outliers, not a conviction investment.

→ WHAT IT COVERS Chase Lochmiller, CEO of Crusoe Energy (valued at $30.9B after a $3.9B Series F), breaks down the full AI infrastructure value chain — data centers, GPU compute, and managed inference — while correcting widespread misconceptions about energy costs, water usage, chip depreciation, and where durable competitive advantages actually exist in AI infrastructure.

→ WHAT IT COVERS Harry Stebbings, Rory O'Driscoll, Jason Lemkin, and Benchmark's Jack Altman analyze five major stories: Instinct's $1B raise at $10B valuation, AMD's $8.2B acquisition of Fei-Fei Li's World Labs, Meta poaching MongoDB's CEO, Bessemer's $5.75B fund close, and Oura pulling its IPO while Nubank eyes a $8-12B Monzo takeover. → KEY INSIGHTS - **Consumer Agent Sizing:** When valuing pre-revenue AI consumer agent companies like Instinct at $10B, treat them as early-stage bets despite...

→ WHAT IT COVERS Higgsfield founder Alex Mashrabov details how his AI video company grew from $1M to $1B ARR in 18 months — faster than Coursera's 24-month record — built with 300 people in Kazakhstan, spending $4M monthly on AI models, and scaling a 150-person content team with zero paid advertising. → KEY INSIGHTS - **Revenue Calculation Transparency:** Higgsfield calculates ARR by taking the last 28 days of live revenue and multiplying by 13 — the same methodology used by OpenAI and...

→ WHAT IT COVERS Parag Agrawal, founder of Parallel (described as "Google for agents"), explains how agentic web search requires entirely new technology and business models, why the advertising model collapses in an agent-first world, and shares five predictions about AI scaling, data markets, and wealth concentration through 2030. → KEY INSIGHTS - **Agent search economics:** Agents will search the web 1,000x more than humans, requiring 10–100x compute efficiency improvements over current...

→ WHAT IT COVERS Harry Stebbings, Jason Lemkin, and Rory O'Driscoll analyze five major tech stories: Meta's Muse hitting App Store number one as a genuine ChatGPT rival, OpenAI's JEV classifier launch, Anthropic's IPO delay to November, and three IC-style investment decisions on Factory at $5B, Ligure at $11B, and Crusoe at $30.9B. → KEY INSIGHTS - **Meta Muse as competitive weapon:** Meta's Muse functions as a Trojan horse against ChatGPT by combining autonomous agents, a capable...

→ WHAT IT COVERS UiPath founder Daniel Dines challenges prevailing AI hype with Harry Stebbings, arguing that enterprise AI adoption is slower than predicted, that documented work processes—not frontier models—represent durable competitive value, and that human transformation through experience remains a fundamental capability gap AI cannot yet replicate in enterprise environments.

→ WHAT IT COVERS Thomas Sohmers, co-founder of Positron AI (recently valued at $5B after an $875M Series C), breaks down the technical and geopolitical realities shaping AI infrastructure — covering inference economics, KV caching mechanics, data center politics, frontier model scaling, and why anti-data-center sentiment may serve Chinese strategic interests. → KEY INSIGHTS - **Inference vs.

→ WHAT IT COVERS Harry Stebbings, Rory O'Driscoll, and Jason Lemkin analyze five major tech stories: Anthropic's "pacing the frontier" proposal, Meta's Muse AI assistant launch, Instinct raising $1B at $10B valuation, Miro's sale to Bending Spoons for $1.35B (down from $17.5B peak), and Mistral closing Europe's largest-ever tech round at €3B. → KEY INSIGHTS - **AI Regulation Credibility Test:** When a company's own safety head publicly states there is a 10% probability of human extinction...

→ WHAT IT COVERS David Morehead, CIO of Baylor University's $2.7B endowment, explains how institutional LPs evaluate venture managers in 2026, why fund duration undermines LP math, how velocity of capital return outweighs raw multiples, and why growth equity currently dominates Baylor's private allocation over traditional venture. → KEY INSIGHTS - **Velocity Over Multiples:** A 15x return over 18 years underperforms three consecutive 3x growth equity funds over the same period, which compounds...

→ WHAT IT COVERS Eight Sleep co-founder Matteo Franceschetti shares how AI has restructured his 160-person company across engineering, marketing, and finance, while making 7 predictions about AI's societal impact—including children born today never working for money and AI bots autonomously purchasing assets like Cybercabs. → KEY INSIGHTS - **AI-Powered Email Marketing:** Eight Sleep eliminated its entire email marketing team by having co-founder Alexandra build AI bots in three days that now...

→ WHAT IT COVERS Harry Stebbings, Rory Driscoll, and Jason Lemkin analyze Jensen Huang's AGI declaration, the GPT Astra and Fable 5.1 model releases, Tesla's Cybercab Austin launch with 40-50% lower pricing than Uber, Index Ventures withdrawing from Town due to Instinct conflict, and Wonderful Company doubling to a $5B valuation with $170M in founder secondaries within two years of founding.