The AI Delivery Debate: GPT Wrappers as the Restaurants of the Future

There's been a raging debate in the AI community around the value of "GPT wrappers" - companies building user interfaces and applications on top of powerful language models like GPT. Critics argue these are unnecessary layers, since skilled practitioners can just access the raw models directly.

But I think these naysayers are overlooking the crucial role wrappers play in democratizing AI capabilities for the masses. Wrappers are the delivery mechanism that unlocks state-of-the-art AI for broad consumption, just like restaurants democratize culinary expertise.

Consider the home cooking analogy. While accomplished chefs may prefer the flexibility of sourcing ingredients themselves to craft gourmet meals, the overhead and expertise required puts that out of reach for most people. Restaurants package up culinary mastery into convenient, delightful dining experiences.

The AI landscape is quite similar. Researchers and engineers may revel in the customizability of prompting language models directly. But for the vast majority, that's an unnecessarily high barrier to entry. They simply want the problem-solving power of AI seamlessly delivered through thoughtful interfaces and use cases.

The most successful wrappers will operate akin to the world's best restaurants by:

✨ Curating tailored "recipes" (prompts) for key use cases🧑‍🍳 Employing prompt engineering craftspeople🍽️ Creating polished, intuitive user experiences📈 Building trusted, reputable brands

Don't dismiss wrappers as bloated middlemen. They will become the premier delivery channel for state-of-the-art AI by masterfully bundling raw model capabilities into tasty, bite-sized AI experiences for the market masses.

The make-or-buy debate endures, but both restaurants and AI wrappers thrive by adeptly delivering expertise in consumable packaged form for those unwilling or unable to recreate it from scratch ingredients.

So while model insiders may prefer private dining, the future is in democratizing AI through expertly curated deliveries. Wrappers are the AI restaurants serving up delicious problem-solving to everyone's doorstep.

What's your view? Will wrappers reign as the delivery mechanism to make AI ubiquitous?

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