AI App Defensibility: Forget In-House Labs, Build Network Effects
Ev Randall cuts through AI startup defensibility myths. Stop building a 'labs team' and focus on network effects, not chasing frontier models.
TML Inkling, California Forever? TSMC Capex, Tokenomics, Roblox
With John Coogan, Tyler Cosgrove, Ev Randall, Eric Glyman, Jordan Black, David Baszucki · Sunday, July 19, 2026
On this July 16th episode, John Coogan and guest host Tyler Cosgrove discuss the launch of Thinking Machine's Inkling AI model and the ongoing debate around open-source model distillation. They also analyze California Forever's loss of a major shipyard project to Texas and delve into the current venture capital landscape with Ev Randall, exploring AI's impact on investing and app-layer defensibility. Eric Lyman from RAMP introduces a new tool for managing enterprise AI token spend, Jordan Black from Senra Systems details his company's efforts to automate wire harness manufacturing, and David Bizooki from Roblox outlines AI-powered game creation and the future of gaming.
Key takeaways
- For most application-layer AI startups, the existential "lab risk" from large foundation models is significantly overblown. Founders worry too much about frontier labs steamrolling their niche. Read more →
- California Forever, the planned city in Solano County, lost a $3.2 billion defense shipyard project from startup Seronic to Brownsville, Texas. Read more →
- AI token spend is no longer a negligible cost for businesses; for some Ramp customers, it now rivals 10% of their entire payroll expenditure. Read more →
- Thinking Machine Lab's new 'Inkling' model, billed as an open-weights competitor to OpenAI and Anthropic, landed right in the middle of a heated debate about AI model originality. Read more →
4 articles from this episode
California Forever's $3.2B Loss: Texas Wins Shipyard with Speed
California's slow approvals cost it a $3.2B shipyard. Bureaucratic drag kills big deals. Founders building physical infra, note this lesson.
AI Token Spend Just Hit 10% of Payroll. It's Not a Routing Error Anymore.
AI token spend is exploding. Ramp co-CEO Eric Lyman reveals why your AI costs are now a material line item and how to fight back.
Anthropic Shuts Down Millions: The AI Distillation War
AI's open-source promise faces a reckoning. Thinking Machine's Inkling model sparks a debate: are 'original' models just distilled copies? What it means for your IP.
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