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What are the three key takeaways about competitive advantages with LLMs?

LLM MoatsStartupsLeadership

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

Model advantages fade, data and brand loyalty offer lasting protection.

First, be cautious with claims about a Model Moat. A model moat is most likely only transient at best, and models will often be available as open source. Second, focus on Data Moats. Data moats offer a more sustainable advantage, and exclusive access to proprietary data can be a significant barrier to entry, but data needs to create value. Third, Stickiness Moat. Brand can create a powerful competitive advantage if startups focus on user happiness.

What Is The Competitive Advantage Of LLMs Like ChatGPT For Your Business? Three Takeaways. · Forbes


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