ChatGPTの限界

ChatGPTを理解する

James Chapman

Curriculum Manager, DataCamp

ChatGPTの内部構造

A diagram showing how prompts and responses relate to the large language model.

A large building block wall.

A large building block wall and an incomplete wall with a piece being inserted into a gap.

A building block wall.

The building block wall has been labeled the training data.

A network structure has appeared, which represents the algorithms used to identify the language patterns.

Gears and lightbulbs, surrounded by a cyclical symbol is shown, which represents the iterative processes needed to fine-tune the model.

A manikin building a building block wall to represent what ChatGPT is doing with text.

A building block wall that stops at a certain date.

An icon demonstrating how a model can learn biases from the data it has seen.

A conversation between the user and ChatGPT where the context is changing over time.

A conversation between the user and ChatGPT where the context is changing over time.

A conversation between the user and ChatGPT where the context is changing over time.

An example of ChatGPT hallucinating a LinkedIn profile.

¹ https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence)

An icon of a user at their laptop.

An icon of a musician singing.

An icon of a technical stakeholder.

ChatGPTを理解する