A company discussed on 20VC with Harry Stebbings.

Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Aug 29, 2026 · 1:29:23
Eno Reyes, Factory CTO, says the cheapest AI model isn't the cheapest system: outcome-based pricing can make frontier models cheaper, and predicts 99% of workflows will run on open models in three years but the remaining 1% holds most economic value. He calls 'Chinese models' a psyop by frontier labs, says frontier valuations are overweighted, sees Anthropic's $2 trillion Claude Code bet as risky due to model lock-in, and credits Microsoft with the best AI hand. Reyes says model routing is commoditized, warns 80-90% of neo labs could die in 18 months unless tied to durable workflows, and insists enterprises must own their intelligence rather than let labs control it. He rejects pedigree in hiring, wants token budgets funding outcomes, and expects SaaS to sell before cannibalization.

Anthropic's $30T Assumption & OpenAI Confirms IPO | Why Customer Service & Robotics are Overinflated
Aug 27, 2026 · 1:26:44
Jason Lemkin, Rory O’Driscoll and Harry Stebbings say the AI boom now depends on Nvidia and hyperscalers financing frontier models, as shown by Nvidia's $6B Poolside purchase and $1B at a $12B pre-money valuation. They dissect OpenAI's promised 2027 IPO, arguing it has no choice as Anthropic outraces it and 'it's all about code'; they call Anthropic's $30T TAM claim delusional and OpenAI's $200 plan a losing consumer business. Also covered: Mercor's $20B round, Hugging Face's $13B sale risk, Citadel unwinding 80% of Leopold's fund, Stripe's 41% growth, agents' data leaks, and why customer support, humanoid robotics and AI services are the dumbest categories. Their verdict: we're less than a third of the way through the cycle and addicted to tokens.

Stripe's $8B OpenRouter Bet | Anthropic's First Profit & The Math Behind Reaching $600B in Revenue?
Aug 20, 2026 · 1:17:47
Harry Stebbings, Jason Lemkin and Rory O'Driscoll analyze SpaceX's $60B Cursor takeover, Stripe's $7B OpenRouter deal, Anthropic's first profit, Silver Lake's $43B Workday bid and Lovable's $13.3B round, arguing all reward speed and growth over margin. Musk got Cursor at ~10x forward revenue; Microsoft, not Meta, is the real loser. OpenRouter is a niche that may vanish in five years, yet could become 20-30% of Stripe revenue. Anthropic's first profit on $11.5B Q2 revenue was inevitable at ~40% gross margin; only 2027-28 projected revenue matters for its IPO. Workday is a 5.3x-revenue system-of-record LBO baseline versus 70x trailing for OpenRouter, and Higgsfield's $5.5B and Lovable's $13.3B are compared to Cursor, with Lovable 'not radically off' as AI apps accrete moats.
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