An AI model must describe how a writer writes using specific details. The AI model must not use general categories like 'philosopher' or 'poet'. General categories make different writers sound the same.
By Pawan Nayar · from the LLOS AI Learning record
An AI model must describe how a writer writes using specific details.
The AI model must not use general categories like 'philosopher' or 'poet'. General categories make different writers sound the same.
An AI model often uses common labels for writers. These labels are called literary archetypes. Examples are 'Stoic philosopher' or 'mystic poet'. These labels group many writers together. This makes each writer's unique style disappear. The AI model then makes all writers in that group sound similar. This removes the special way each writer expresses ideas.
A developer asks an AI model to describe Oscar Wilde's writing style. If the AI model says 'witty aestheticist with elegant sentences', it is too general. This description could fit many writers. A better description would be: 'Oscar Wilde states a common idea, then quickly changes it in the same sentence. The surprise is often found after a comma. This change targets the opposite of what a reader expects.'
Resolved from this lesson's own record — real definitions, not invented for this page.
More from the same record, pulled by shared topic — not written new for this page.
A developer can research common structural patterns for different text lengths. For example, a 3-word sentence often uses an imperative verb and an object.
A developer can design 'sound signatures' for an AI model. These signatures are sets of rules for how words should sound.
A developer can design templates with 'slots' for variables. Each slot has a list of possible words or phrases.
The AI model starts with a group of ideas from an earlier step. For 20% of its attempts, the AI model uses the last idea that worked well for the brand.
An AI model must describe how a writer writes using specific details. The AI model must not use general categories like 'philosopher' or 'poet'. General categories make different writers sound the same.