Ameet Talwalkar

schoolCarnegie Mellon Universitybar_chart#4076 Global Rank

Total Papers

HCI Rank

#4076

Research Areas

Years Active

Recent Publications

Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows

Developers now have access to a growing array of increasingly autonomous AI tools for software development. While many studies examine copilots that provide chat assistance or code completions, evaluations of coding agents—which can automatically write files and run code—still rely on static benchmarks. We present the…

CHI '25CorrespondingHuman-LLM Collaboration +1

Need Help? Designing Proactive AI Assistants for Programming

While current chat-based AI assistants primarily operate reactively, responding only when prompted by users, there is significant potential for these systems to proactively assist in tasks without explicit invocation, enabling a mixed-initiative interaction. This work explores the design and implementation of proactiv…

CHI '235th+ AuthorExplainable AI (XAI) +1

Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning

Machine learning models with high accuracy on test data can still produce systematic failures, such as harmful biases and safety issues, when deployed in the real world. To detect and mitigate such failures, practitioners run behavioral evaluation of their models, checking model outputs for specific types of inputs. B…

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