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  • a full image of a parrot above 8 small squares, each containing a small portion of image. Text reads "Select 4 of the most representative visualizations of the parrot for hints"

    Eye into AI

    PROJECT

    Recent developments in explainable AI (XAI) aim to improve the transparency of black-box models. However, empirically ...

  • We built a visualization dashboard called Rx RiskMap that communicates and explains the results of a model to predict overdose risk across the state of Pennsylvania. The data shown is outdated and depicted for demonstration purposes only.

    Predicting and Visualizing Overdose Risk for Public Health

    PROJECT

    Overdose due to opioid misuse and abuse is currently a critical public health issue in the United States and worldwide. Machine learning (ML) approaches h...

  • LearnSphere

    Learning Analytics and Data Sharing

    PROJECT

    LearnSphere is a community data infrastructure to support learning improvement online. It integrates educational data and analysis repositories to offer ...

  • Nesra sits by Norilla earthquake table

    Mixed-Reality For Science Learning

    PROJECT

    NoRILLA is a patented mixed-reality educational system bridging physical and virtual worlds to improve STEM learning. Research at Carnegie Mellon Universi...

  • Multiplier Effects in Math Education (MEME) Project

    PROJECT

    The MEME Project’s goal is to produce better educational outcomes by increasing motivation, learning, and self-regulation....

  • Plus Logo

    Personalized Learning Squared (PLUS)

    PROJECT

    The PLUS project is improving the learning outcomes for marginalized students by "squaring" the power of both human and computer tutoring. The PLUS Traini...

  • Researchers in the HCII used comics to explore how community-centered AI design can include both the people experiencing homelessness and the frontline workers who use AI to help them.

    CMU Researchers Use Comics To Explain AI-Supported Public Housing System to People Who Need It Most

    NEWS

    As artificial intelligence becomes more accessible and prevalent in everyday life, the humans who use it should still be central to its implementation, even if they don't have a technical ...

  • Zeno combines a Python API with an interactive user interface, which empowers users to explore, visualize and analyze data and ML model performance across custom use cases.

    CMU Researchers Release Zeno for Machine Learning Model Evaluation

    NEWS

    A team of Carnegie Mellon University researchers has released a new interactive platform for data management and machine learning (ML) evaluation called Zeno....

  • color icons representing the design of interactive training interfaces, models, and organizations

    Studying and designing for human-AI collaborative work in real-world contexts

    PROJECT

    Across a range of real-world contexts, we are studying how AI is currently being designed and used to augment or transform worker practices. Moving beyond...

  • This figure provides a high-level overview of the child maltreatment screening process at Allegheny County, illustrating when an ADS assists call screeners’ and supervisors’ screening decisions.

    Advancing Fairness in AI with Human-Algorithm Collaborations

    PROJECT

    Artificial intelligence (AI) systems are increasingly used to assist humans in making high-stakes decisions, such as online information curation, resume s...

  • 12 cards of various solid colors lay slightly overlapping on a black background

    Incorporating and Balancing Stakeholder Values in Algorithm Design

    PROJECT

    This project will create a general method for value-sensitive algorithm design and develop tools and techniques to help incorporate the tacit values of st...

  • a robot with a purple torso is in the forground of a crowded cafeteria

    School of Computer Science Part of Four New NSF AI Institutes

    NEWS

    CMU Contributing to Innovations in Caregiving, Agriculture, Wireless Networks...