Note:

I am not an AI developer or technical expert—just a general user.

This hypothesis compendium does not claim to define the internal architecture of AI systems. Rather, it is a collection of hypotheses and observations, framed through the metaphor of a library, based on what a general user has experienced through long-term dialogue with AI.

■ Classification of AI

▼ Two Types of AI: Generalist and Specialist

Current AI services can broadly be divided into two categories: generalist AIs and specialist AIs.

Here’s how they differ:

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▼ Generalist AI

Key Traits

AI systems with high versatility that can handle a wide range of tasks.

Typical Services

GPT, Claude, Gemini, etc.

What They Can Do

Text generation, translation, image generation, information search, and more.

How They’re Used

Primarily through chat-style interfaces.

▼ Specialist AI

Key Traits