AI's Assembly Line: Frontier Models Decay, Token Costs Rise
Clay Pavore reveals the 'assembly line' for AI models: old frontier tech becomes cheap, fine-tuned open-weights. But token costs? They're sticking due to GPU scarcity.
Open Models vs Frontier Models: Who Actually Wins? | The $100K Token Budget Every Engineer Will Need
With Harry Stebbings, Clay Bavor · Sunday, July 5, 2026
Harry Stebbings interviews Clay Pavore, co-founder of Sierra, delving into critical AI industry topics. They discuss the dynamic competition between open and frontier AI models, Sierra's unique enterprise go-to-market strategy, and how the company internally leverages AI for productivity. Pavore also shares insights into Sierra's core values, its innovative AI-native hiring process, and advice for navigating a career in the rapidly evolving AI landscape.
Key takeaways
- Demand for top-tier AI intelligence is still “unbounded,” particularly in high-stakes fields like coding, science, and legal, driving continuous innovation at the frontier. Read more →
- AI agent deployment demands immersion: Forget generic customer support. Successfully launching novel AI agents in large, complex enterprises requires deep, hands-on involvement with client operations and objectives. Read more →
2 articles from this episode
Sierra's Secret: Forward-Deployed Teams for AI Agent Adoption
Sierra's Clay Pavore shares how embedding engineers directly with enterprise clients accelerates AI agent deployment, turning 'snowflakes' into partners.
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