With Model OS Founder Fernando Jia: The Doom of the “Rent Model” Era
with Fernando Jia — Founder & CEO
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Listen on Apple PodcastsAbout This Episode
From an investor's seat at Y Combinator China (Miracle Plus), Fernando watched AI startups get absorbed by the very models they were built on. Now he's building Model OS so they can own their intelligence instead of renting it.
On Episode 9 of 18VC podcast, we sit down with Fernando, founder & CEO of Model OS (Intelligence Cubed) — the "survival infrastructure" that turns AI apps from prompt wrappers into companies that own their own models, evals, routing, and feedback loop.
Highlights & Key Insights:
- Why he calls most AI apps "prompt wrappers" — and the 3 forces quietly driving a wrapper "extinction event"
- The exact day Model OS was born: Jan 20, 2025, when DeepSeek trained a frontier-level model for $6M while OpenAI spent tens of billions
- "Turnitin on chain" — how watermarking model weights pays the original creator a cut every time someone fine-tunes their model
- When a founder actually needs fine-tuning vs. just RAG — and the foundation-model mistake almost everyone makes first
- The 4 revenue layers behind a free-to-use router with 2.5M+ monthly active users
- His contrarian advice to young founders itching to drop out (graduate faster instead)
About Fernando Jia

Fernando Jia
Founder & CEO
Fernando is building the "Survival Infrastructure for AI Application": A platform that can collect data from the App workflow and fine-tune a customized model.
LinkedInTimestamps
Timestamps:
00:00 Cold open (teaser)
00:42 Welcome & intro
02:09 From IB & YC China to founder
02:42 Why build infra, not another wrapper
05:46 What investing taught him
10:01 The DeepSeek moment
12:11 Why founders couldn't fine-tune before
14:14 The "wrapper extinction event"
19:00 Inside the product
22:51 The CMU compute moat
25:47 Watermarking models on-chain
30:42 RAG vs. full fine-tuning
34:53 The 3-layer router
37:34 Competitors & 2.5M users
41:01 How Model OS makes money
45:44 What data is worth fine-tuning on
49:02 Building a research-heavy team
51:50 "Change maker"
52:39 Milestones: IPOs & the AI bubble
54:48 Don't drop out — do this instead
59:31 Wrap
Show Notes
— Connect with Fernando —
LinkedIn: https://www.linkedin.com/in/fernando-j/
— Model OS (Intelligence Cubed) —
Website: https://modelos.technology/
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