Cultural Insights Through Data

We analyze GPT-4 generated texts across cultures, examining biases and perceptions to enhance understanding and representation in diverse contexts.

Intricate chalkboard art with elaborate, cursive text and decorative floral elements. The design emphasizes accessibility of messages across languages and formats.
Intricate chalkboard art with elaborate, cursive text and decorative floral elements. The design emphasizes accessibility of messages across languages and formats.
A colorful display of children's books is arranged on a table, featuring vibrant covers with illustrations. The books include titles in both Portuguese and English, with some books showcasing diverse cultural themes and characters.
A colorful display of children's books is arranged on a table, featuring vibrant covers with illustrations. The books include titles in both Portuguese and English, with some books showcasing diverse cultural themes and characters.

Understanding Cultural Narratives

Our mission is to conduct surveys and experiments that improve cultural diversity and equity in AI-generated content for all users.

Cultural Data Analysis

We analyze GPT-4 generated texts for cultural representation and biases across various contexts.

User Feedback Study
A wall is covered with handmade drawings of various national flags, each labeled with a country name. The drawings are arranged in a scattered pattern and vary in size. The flags include multiple colors, with prominent ones like red, blue, yellow, and green. This display likely represents a multicultural event or educational project highlighting diversity.
A wall is covered with handmade drawings of various national flags, each labeled with a country name. The drawings are arranged in a scattered pattern and vary in size. The flags include multiple colors, with prominent ones like red, blue, yellow, and green. This display likely represents a multicultural event or educational project highlighting diversity.

Understanding perceptions of GPT-4 content among diverse cultural backgrounds through surveys and interviews.

A group of people sitting closely together, each holding and reading from books. They appear to be focused and engaged, dressed in colorful, traditional clothing. The scene suggests a cultural or community gathering, possibly a workshop or seminar.
A group of people sitting closely together, each holding and reading from books. They appear to be focused and engaged, dressed in colorful, traditional clothing. The scene suggests a cultural or community gathering, possibly a workshop or seminar.
A bustling urban street scene features colorful signage in multiple languages, predominantly with Asian characters, indicating a multicultural area. The environment feels dense with various wires crisscrossing above and a reflection of the cityscape visible in the glass facade of a tall building on the right.
A bustling urban street scene features colorful signage in multiple languages, predominantly with Asian characters, indicating a multicultural area. The environment feels dense with various wires crisscrossing above and a reflection of the cityscape visible in the glass facade of a tall building on the right.
Technical Interventions

Fine-tuning GPT-4 to enhance cultural diversity and equity in generated content.

Comparative analysis of GPT-4 and GPT-3.5 to evaluate cultural impact differences.

Comparative Analysis

Cultural Insights

Analyzing biases in AI-generated texts across diverse cultures.

A group of people wearing colorful traditional attire, with one person in a vibrant turban writing or reviewing a paper using a pen. Another person also dressed in traditional clothing holds a notepad, which appears to have handwritten notes. The setting is outdoors with natural lighting.
A group of people wearing colorful traditional attire, with one person in a vibrant turban writing or reviewing a paper using a pen. Another person also dressed in traditional clothing holds a notepad, which appears to have handwritten notes. The setting is outdoors with natural lighting.
User Feedback

Conducting surveys on perceptions of generated content quality.

A lively cultural performance is taking place in front of a large crowd. Performers wearing traditional attire are engaged in a synchronized dance. The building in the background has a sign that reads 'LA LALAWIGAN NG KALINGA.' Spectators are actively watching and the atmosphere appears festive.
A lively cultural performance is taking place in front of a large crowd. Performers wearing traditional attire are engaged in a synchronized dance. The building in the background has a sign that reads 'LA LALAWIGAN NG KALINGA.' Spectators are actively watching and the atmosphere appears festive.
A bustling urban street scene features several people walking along the sidewalk. Red lanterns hang above the street, adding a traditional aesthetic. There are multiple shops and restaurants with signs in diverse languages, and vehicles, including a van, navigate the road. The environment is busy and multicultural.
A bustling urban street scene features several people walking along the sidewalk. Red lanterns hang above the street, adding a traditional aesthetic. There are multiple shops and restaurants with signs in diverse languages, and vehicles, including a van, navigate the road. The environment is busy and multicultural.
Colorful wooden signs with various languages, including Chinese, Korean, and English, are stacked on a pole. They are painted in bright colors with different messages and symbols.
Colorful wooden signs with various languages, including Chinese, Korean, and English, are stacked on a pole. They are painted in bright colors with different messages and symbols.
Technical Study

Fine-tuning AI for improved cultural diversity and equity.

Insights

Exploring cultural narratives through diverse perspectives.

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