20VC

Harry Stebbings × Cliff Weitzman

Speechify’s owned-GPU strategy compares $35,000–50,000 annual H100 rental with roughly $30,000 to buy, potentially lowering compute costs.NVIDIA’s deal with Blackstone, BlackRock, Apollo and Goldman Sachs could create a liquid secondary market and price floor through buybacks up to 25% of GPU value.Weitzman calls missing B2B his biggest strategic mistake; Simba 3.2 costs $10 per million characters versus ElevenLabs’ $100, but execution against an “unstoppable” rival remains unresolved.

Harry Stebbings

NVIDIA delivered a record $96.2B quarter and guided to 70% growth for the fiscal year ending January 2028, with end-user demand and share loss the key risks.The reported near-$12.9B Hugging Face deal, not finalized or confirmed, would reinforce open-source compute economics and NVIDIA’s push to win every segment.Agents are becoming software buyers, supporting the cases for Clay at $7B and Linear at $2.5B, while cyber exposure and reward hacking remain unresolved.

Harry Stebbings × Lin Qiao

Fireworks argues that private enterprise data favors millions of specialized models over one AGI, with open weights offering control and customization once models cross the quality threshold.It processes 40+ trillion tokens daily and expects 10x lower token costs to drive 100x usage, while $800M in AR and 30-40% gross margins reflect rapid scaling and leave infrastructure bottlenecks in energy, chips, and transistors.

Harry Stebbings

OpenAI’s proposed 5% stake for the US government exposes a new permission economy, as Fable 5’s 19-day ban ended with pre-approval discussions still unresolved.The debate sits alongside late-cycle signals: Nvidia recognizes hardware revenue with put-back rights while Meta sells excess compute, leaving demand diffusion and downside management as key risks.

Harry Stebbings

DeepSeek’s $7.4B Series A at a $50B valuation, with the founder committing roughly 40% and investors receiving no rights, frames open source as state-backed competition.Open source is about 5x cheaper and targets the number-three closed model, while $750B of annual capex requires replacing roughly 7-8% of US labor with tokens; 2027 is the ROI test.

Harry Stebbings × Aravind Srinivas

Aravind’s headline call is that Micron could surpass Meta in value within 6-12 months because memory remains the bottleneck after prices rose 5x.His broader thesis shifts value from commoditized search and models to orchestration and token value per watt, while power constraints, China’s vertical integration, and a 20-30% DeepSeek-moment risk remain key watchpoints.

Harry Stebbings × Roman Chernin

Nebius’s 40% one-week stock drop during DeepSeek panic coincided with its best commercial week, as cheaper intelligence made more inference workloads viable and increased consumption.Nebius has raised prices yet faces pipeline pressure, while its four-layer stack expands from scarce bare-metal capacity to managed inference and speculative agentic workloads; consolidation into three or five super-model empires remains the key risk.

Harry Stebbings

Anthropic reached $5B in Q1 GAAP revenue, turned profitable early, and expanded gross margins to 70%, putting pressure on OpenAI to file its S1 before it is visibly left behind.Nvidia’s $81.6B quarter shifts attention to whether the next $2T of AI capex produces measurable ROI, while SpaceX’s $2T ambition still depends on the Elon premium and Colossus’s $1.25B monthly rental economics.

Harry Stebbings × Andrew Feldman

AI demand is running ahead of infrastructure, with Cerebras carrying a $25B backlog after models became genuinely useful somewhere in 2025.Structural HBM shortages could persist for years as new fabs require $40B and five years, while Cerebras’s SRAM architecture avoids HBM and CoWoS constraints.Cerebras reports Kimi K2.6 running 6.7x faster than the next-fastest GPU cloud, while its $20B+ OpenAI deal keeps customer concentration in focus.

Harry Stebbings

Anthropic’s proposed $30 billion raise above $900 billion is roughly 18x June revenue, with about 3% dilution funding another year of compute commitments.Salesforce’s $300 million bill is about 4% of engineering spend but far below the 20% payroll share needed for trillion-dollar token markets, while SpaceX’s $1.75 trillion IPO tests retail-led price discovery amid AI-driven layoffs.