The Ghost in the Machine has an American accent: value conflict in GPT-3

Understand

The alignment problem in the context of large language models must consider the plurality of human values in our world.

• Whilst there are many resonant and overlapping values amongst the world's cultures, there are also many conflicting, yet equally valid, values.
• It is important to observe which cultural values a model exhibits, particularly when there is a value conflict between input prompts and generated outputs.
• We discuss how the co-creation of language and cultural value impacts large language models (LLMs).