# Are AI wrappers a real business?

Markdown copy of https://realalpha.app/q/are-ai-wrappers-a-real-business/ on Real Alpha, the best minutes from long interviews with the people building AI. Cite and link the page, not this copy.

[All questions](https://realalpha.app/q/)

Question

Of the 7 moments we cut that answer this, 5 say some will last and 2 say they’re real businesses. Amjad Masad said on Possible (Jan 7, 2026) that products built on existing models can build a moat through hard technical infrastructure. Kevin Scott said on AI & I (Aug 12, 2026) that startups can stand out by understanding users’ problems better and using existing infrastructure to solve them.

## Where they stand

- Real businesses 2
  - Kevin Scott
  - Thomas Wolf
- Some will last 5
  - Harrison Chase
  - Daron Acemoğlu
  - Amjad Masad ×2
  - Bill Gurley

## Some will last 5

1. 20VC · Oct 17, 2026 · 3 min
   **[Models make product layers obsolete, so build around durable needs](https://realalpha.app/s/models-make-product-layers-obsolete-so-build-around-durable/)**
   > “I think you have to basically recognize what things are short-term hacks and what things are long-term will always be there.”
   [Harrison Chase](https://realalpha.app/builders/harrison-chase/) Co-founder & CEO, LangChain [4:54](https://realalpha.app/v/1jDCPEHwQfI/#t=294)
2. Silicon Valley Girl · Oct 6, 2026 · 3 min
   **[The money in AI is in data and applications, not models](https://realalpha.app/s/the-money-in-ai-is-in-data-and-applications-not-models/)**
   > “I really don't see how you're going to make trillions of dollars from foundation models because of potential bottlenecks, either in the development of the models or in their diffusion.”
   [Daron Acemoğlu](https://realalpha.app/people/daron-acemoglu/) Economist, MIT [40:42](https://realalpha.app/v/0lsasYuzhL4/#t=2442)
3. Possible · Jan 7, 2026 · 5 min
   **[Hard technical infrastructure can create an AI moat](https://realalpha.app/s/hard-technical-infrastructure-can-create-an-ai-moat/)**
   > “we built a transactional file system that allows undo. Like we have a proprietary file system that we spent two years building”
   [Amjad Masad](https://realalpha.app/builders/amjad-masad/) Founder & CEO, Replit [33:50](https://realalpha.app/v/xPDQXfS_vTE/#t=2030)
4. Possible · Jan 7, 2026 · 4 min
   **[AI revenue can fade as quickly as it grows](https://realalpha.app/s/ai-revenue-can-fade-as-quickly-as-it-grows/)**
   > “AI revenue can go up as easy as it goes down.”
   [Amjad Masad](https://realalpha.app/builders/amjad-masad/) Founder & CEO, Replit [1:00:01](https://realalpha.app/v/xPDQXfS_vTE/#t=3601)
5. The Tim Ferriss Show · Dec 17, 2025 · 3 min
   **[Vertical AI startups can defend workflow niches](https://realalpha.app/s/vertical-ai-startups-can-defend-workflow-niches/)**
   > “there are workflows there are data sets that are local to your customer and that has stuff has to be stitched together”
   [Bill Gurley](https://realalpha.app/people/bill-gurley/) General Partner, Benchmark [15:16](https://realalpha.app/v/rjSesMsQTxk/#t=916)

## Real businesses 2

1. AI & I · Aug 12, 2026 · 3 min
   **[Agent startups can win through better problem understanding](https://realalpha.app/s/agent-startups-can-win-through-better-problem-understanding/)**
   > “They're innovating because they think they have an understanding of a problem that someone has that is better than anyone else.”
   [Kevin Scott](https://realalpha.app/builders/kevin-scott/) CTO, Microsoft [22:24](https://realalpha.app/v/jBGo33Jkids/#t=1344)
2. The MAD Podcast · Aug 7, 2026 · 7 min
   **[Open models let startups build beyond closed-model guardrails](https://realalpha.app/s/open-models-let-startups-build-beyond-closed-model/)**
   > “So a lot of the time, open source is your easy way as a new company to start to have your own modes, to fine-tune on your own data”
   [Thomas Wolf](https://realalpha.app/builders/thomas-wolf/) Co-founder & Chief Science Officer, Hugging Face [47:44](https://realalpha.app/v/FU9A481E2W8/#t=2864)

Each moment is a few minutes of a long interview, cut by Real Alpha and filed under how it answers by a model that read its claim and quote. Open a moment for its full transcript. Last moment added Oct 26, 2026.