A Survey Assessing Github Copilot

Tool Preferences

Jenny Liang highlights the popularity of AI coding tools, particularly GitHub Copilot, among developers. She notes that Copilot's popularity is partly due to the survey's focus on users involved with Copilot-related repositories, which introduced some bias 1. Other tools like Tab Nine and Amazon Code Whisper were also mentioned, but they were less frequently used. Despite the bias, the survey revealed that a small percentage of developers were already experimenting with GPT for development purposes 1.

   

Tools in Workflow

The integration of AI-powered tools like Copilot into coding workflows is transforming productivity. Jenny Liang shares her experience with Copilot, noting its evolution from simple code completion to more sophisticated features like chat options in Copilot X 2. She acknowledges the challenge of keeping up with rapid advancements in AI tools, emphasizing the ongoing game of catch-up in human-computer interaction research 2. Her journey into AI began at the Allen Institute for AI, where she bridged software engineering and AI research 3.

   

Education and Learning

AI tools are increasingly being used as educational aids in programming, but they come with concerns. Jenny Liang discusses potential issues like intellectual property infringement and privacy risks associated with code generation tools 4. She suggests that future proprietary versions of these tools could address these concerns by keeping data within specific contexts 4. For educators and students, she advises balancing the use of AI tools to enhance learning without compromising foundational skills 5.