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The main problem I'm trying to solve is the integration of AI systems into human workflows—specifically, answering the question: "What is the core part of a task that AI cannot do, and how can AI assist humans in doing that?"
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Helping humans tackle the hardest parts of their jobs—with AI as a consultant—is the overarching meta-goal of my current research.
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You can find my publications below:
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<summary>[ICSE25] <i>Trust dynamics in AI-assisted development: Definitions, factors, and implications,</i> <b>Sadra Sabouri</b>, Philipp Eibl, Xinyi Zhou, Morteza Ziyadi, Nenad Medvidovic, Lars Lindemann, Souti Chattopadhyay</summary>
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<summary style="text-indent: 1em;">[ICSE25] <b>Trust dynamics in AI-assisted development: Definitions, factors, and implications,</b> <b><u>Sadra Sabouri</u></b>, Philipp Eibl, Xinyi Zhou, Morteza Ziyadi, Nenad Medvidovic, Lars Lindemann, Souti Chattopadhyay</summary>
We investigate how developers define, evaluate, and evolve trust in AI-generated code suggestions through a mixed-method study involving surveys and observations. We found that while comprehensibility and perceived correctness are key to trust decisions, developers often revise their choices, accepting only 52% of AI suggestions, highlighting the need for better real-time support and offering four validated guidelines to improve developer-AI collaboration.
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<summary>[ACL25] <i>ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations,</i> Brihi Joshi, Keyu He, Sahana Ramnath, <b>Sadra Sabouri</b>, Kaitlyn Zhou, Souti Chattopadhyay, Swabha Swayamdipta, Xiang Ren</summary>
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<summary style="text-indent: 1em;">[ACL25] <b>ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations,</b> Brihi Joshi, Keyu He, Sahana Ramnath, <b><u>Sadra Sabouri</u></b>, Kaitlyn Zhou, Souti Chattopadhyay, Swabha Swayamdipta, Xiang Ren</summary>
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Always happy to chat, collaborate, or just hear what you're working on; feel free to reach out!
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<summary>**Open World Developer 🌐**</summary>
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In my free time, I become an open-source software developer! I'm an advocate for collaboration and shared knowledge. You'll find more about my open-source activities on my GitHub profile. Following that I co-founded [OpenSciLab](https://openscilab.com/) as a community for open science.
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<summarystyle="text-indent: 1em;">**Open World Developer 🌐**</summary>
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