56 citations · 133 across the 5 of their papers we have counts for
4 papers · 1 filter
Beyond Code Generation: LLM-supported Exploration of the Program Design Space
J. D. Zamfirescu-Pereira, Eunice Jun, Michael Terry +2
In this work, we explore explicit Large Language Model (LLM)-powered support for the iterative design of computer programs. Program design, like other design activity, is character…
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
Minsuk Kahng, Ian Tenney, Mahima Pushkarna +7
Automatic side-by-side evaluation has emerged as a promising approach to evaluating the quality of responses from large language models (LLMs). However, analyzing the results from…
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping
Zijie J. Wang, Chinmay Kulkarni, Lauren Wilcox +2
Prompt-based interfaces for Large Language Models (LLMs) have made prototyping and building AI-powered applications easier than ever before. However, identifying potential harms th…
Interactive AI Alignment: Specification, Process, and Evaluation Alignment
Michael Terry, Chinmay Kulkarni, Martin Wattenberg +2
Modern AI enables a high-level, declarative form of interaction: Users describe the intended outcome they wish an AI to produce, but do not actually create the outcome themselves.…