Cultural Analysis and Insights

We analyze cultural biases in GPT-4 generated texts, exploring diverse perspectives through data collection, user feedback, and technical interventions.

A group of people engaging in conversation. Many are dressed in colorful traditional attire, including headscarves of various vibrant colors such as yellow and red. The background features some festive decorations and a rustic structure.
A group of people engaging in conversation. Many are dressed in colorful traditional attire, including headscarves of various vibrant colors such as yellow and red. The background features some festive decorations and a rustic structure.
A lively street scene during a cultural festival where women are dressed in elaborate traditional dresses. The intricate patterns and vivid colors of the attire stand out. A diverse group of people gathers in the background amidst a historic cityscape with ornate buildings and leafless trees.
A lively street scene during a cultural festival where women are dressed in elaborate traditional dresses. The intricate patterns and vivid colors of the attire stand out. A diverse group of people gathers in the background amidst a historic cityscape with ornate buildings and leafless trees.

Understanding Cultural Narratives

Our mission is to assess and enhance cultural representation in AI-generated content, fostering equity and diversity across multiple languages and contexts.

Cultural Analysis Services

Expert insights on cultural representation and biases in AI-generated content across diverse contexts.

User Feedback Study

Conduct surveys to understand user perceptions of AI-generated content from various cultural backgrounds.

A mural depicts a tree with a trunk and branches, creatively painted on a textured wall. Above the tree, large, bold letters read 'SAVE NATURE SAVE CULTURE' with the words 'NATURE' and 'CULTURE' prominently displayed in green and yellow, respectively. The background features a natural setting with trees visible above the wall.
A mural depicts a tree with a trunk and branches, creatively painted on a textured wall. Above the tree, large, bold letters read 'SAVE NATURE SAVE CULTURE' with the words 'NATURE' and 'CULTURE' prominently displayed in green and yellow, respectively. The background features a natural setting with trees visible above the wall.
Technical Interventions

Experiment with fine-tuning GPT-4 to enhance cultural diversity and equity in generated texts.

Compare GPT-4 and GPT-3.5 performance to evaluate cultural impact differences in outputs.

Comparative Analysis
A joyful group of people is gathered at a cultural event. A person dressed in elaborate traditional attire, adorned with floral and intricate headpieces, is at the center. The surrounding individuals are smiling and appear to be celebrating. The atmosphere is festive, with colorful decorations.
A joyful group of people is gathered at a cultural event. A person dressed in elaborate traditional attire, adorned with floral and intricate headpieces, is at the center. The surrounding individuals are smiling and appear to be celebrating. The atmosphere is festive, with colorful decorations.
A bronze sculpture depicting a diverse group of people standing closely together. They appear to be of different cultural backgrounds, dressed in various historical and traditional clothing styles, and some hold personal belongings or wear headscarves.
A bronze sculpture depicting a diverse group of people standing closely together. They appear to be of different cultural backgrounds, dressed in various historical and traditional clothing styles, and some hold personal belongings or wear headscarves.
Insights

Exploring cultural narratives through diverse perspectives.

© 2025. All rights reserved.