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What is the missing moat in AI?

LLM MoatsAI Product

Drawn from Lutz Finger's Forbes column, LinkedIn writing, and Cornell teaching. Sources are cited inline so you can read the originals.

Eval data as the durable moat.

What wins the AI race? UX?

The Missing Moat In AI: Your Eval Data · Forbes

Regulatory Protection. Regulation can create a moat. Sam Altman has been on tour with policymakers advocating for more oversight and control. Additionally, OpenAI now allows blocking their scraping mechanism with a “NoAI” tag.

How OpenAI Can Secure Its Investments - A Playbook That Needs Microsoft · Forbes


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