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Equitable AI Tutoring

Transforming education through fairness analysis and adaptive frameworks for diverse learning environments.

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Empowering Education Through Fair AI

At Maria Walls, we analyze AI tutoring responses to ensure fairness and accessibility, developing adaptive frameworks that cater to diverse educational contexts and promote culturally relevant learning experiences.

A small, white humanoid robot with blue accents, including eyes, mouth, and a circular badge with the letters 'AI' on its chest, is positioned in front of a blue laptop on a metallic surface. The robot has a simple, smooth design with two cylindrical arms and a small antenna on top.
A small, white humanoid robot with blue accents, including eyes, mouth, and a circular badge with the letters 'AI' on its chest, is positioned in front of a blue laptop on a metallic surface. The robot has a simple, smooth design with two cylindrical arms and a small antenna on top.
Our Mission
Our Vision

We strive to bridge the fairness gap in education by creating tailored AI solutions that respect cultural diversity and address resource constraints, enhancing learning opportunities for all students.

Fairness in Education

We analyze AI tutoring responses to ensure equitable learning experiences across diverse socioeconomic backgrounds.

Adaptive Framework

We design interventions to tailor AI tutoring styles based on resource constraints and learning contexts.

Large blue letters 'AI' stand prominently on a surface covered with a pattern of hexagonal shapes. Dark swirling lines intersect around the letters, creating a sense of motion and complexity. The background has a metallic sheen with a futuristic, digital style.
Large blue letters 'AI' stand prominently on a surface covered with a pattern of hexagonal shapes. Dark swirling lines intersect around the letters, creating a sense of motion and complexity. The background has a metallic sheen with a futuristic, digital style.
Culturally Responsive

Our prompt engineering techniques ensure educational content is accessible and relevant to all learners.

We develop evaluation processes to assess the effectiveness of AI tutoring in varied educational contexts.

Evaluation Processes
Four small, white robot figures are sitting in a row, each with a laptop in front of them. They have round bodies and blue accents, with 'AI' displayed on their chests. The background is minimal and light gray, emphasizing the robots and their computers.
Four small, white robot figures are sitting in a row, each with a laptop in front of them. They have round bodies and blue accents, with 'AI' displayed on their chests. The background is minimal and light gray, emphasizing the robots and their computers.
A black screen or display monitor with the OpenAI logo and text in white centered in the middle. The background is a gradient transitioning from dark to light blue from top to bottom.
A black screen or display monitor with the OpenAI logo and text in white centered in the middle. The background is a gradient transitioning from dark to light blue from top to bottom.

Fairness Analysis

Evaluating AI tutoring responses across various educational contexts effectively.

A glowing neon sign displaying the letters 'AI' is mounted on a dark, textured wall that resembles a circuit board or technological pattern.
A glowing neon sign displaying the letters 'AI' is mounted on a dark, textured wall that resembles a circuit board or technological pattern.
Adaptive Framework

Designing interventions for personalized AI tutoring based on resources and contexts.

A stylized, green geometric logo resembling overlapping lines forms the central focus. Below the logo, the text 'Open AI' is displayed in a golden hue. The background features a pattern of concentric, reflective circles with a teal tint on a dark surface.
A stylized, green geometric logo resembling overlapping lines forms the central focus. Below the logo, the text 'Open AI' is displayed in a golden hue. The background features a pattern of concentric, reflective circles with a teal tint on a dark surface.
Culturally Responsive

Creating techniques to ensure educational content is accessible and culturally relevant.

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Contact Us

Reach out for inquiries about our fairness analysis and frameworks.

Equity

Ensuring fairness in AI tutoring for all.

Adapt

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