The Sequence Opinion #892: The Anatomy of a Good Environment: When Verifiability is Not Enough

What properties make certain domains suitable for AI.

The Sequence Opinion #892: The Anatomy of a Good Environment: When Verifiability is Not Enough

TL;DR

  • The Sequence has been operating for over two years without sponsors.
  • The author believes verifiability is only one aspect of what makes a domain good for AI development.
  • Domains where AI capability compounds are likely high on multiple properties.
  • Areas with disappointing AI progress often score well on some properties but fail on others.
  • This framework helps explain why AI advanced rapidly in math and code before tackling tasks like email processing.
  • The article aims to explore these properties in detail, contrasting domains that possess them with those that lack them.