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How does an AI model create new slogans?

An AI model generates slogans using a mix of new and previously successful ideas. The AI model avoids using the brand name in the slogan output. All other settings from the user's input are applied.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model generates slogans using a mix of new and previously successful ideas.

The AI model avoids using the brand name in the slogan output. All other settings from the user's input are applied.

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. For the other 80% of attempts, the AI model chooses new ideas from its collection. Each idea fills a special place in a slogan structure. The brand name is added to a list of words the AI model must not use. This stops the brand name from appearing in the new slogan. All other user settings, like tone or style, are used as normal.

A marketer wants slogans for a new coffee brand. The AI model gets a list of ideas. For some slogans, it uses an idea that worked for a past coffee campaign. For most slogans, it picks a new idea. The marketer's chosen tone, like 'playful,' is applied to all slogans. The brand name 'Morning Brew' is not allowed in any slogan the AI model creates.

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Generative AI

AI that creates new content like text or images

Large Language Model

A type of AI that understands and generates text

Text Generation

Creating written content using AI

Fine-Tuning

Adjusting AI for specific tasks or data

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

How can an AI model generate slogans that are specific to a particular industry or topic?

An AI model uses a structured database of information, called a corpus. This corpus contains details about different sectors, subcategories, and content needs.

How can an AI model create truly different variations of text from one input, not just slightly reworded versions?

An AI model needs a two-step process. First, it should find many different interpretations of the input.

How can a developer make an AI model create more varied and less repetitive text?

A developer can design templates with 'slots' for variables. Each slot has a list of possible words or phrases.

How can an AI model describe a writer's style without making it too general?

An AI model often uses common labels for writers. These labels are called literary archetypes.

What to remember

An AI model generates slogans using a mix of new and previously successful ideas. The AI model avoids using the brand name in the slogan output. All other settings from the user's input are applied.