Sign up to save tools and stay up to date with the latest in AI
bg
bg
1

AI Coding Is Going From Copilot to Autopilot

Apr 10, 2024 - spectrum.ieee.org
The article discusses the emergence of AI-powered coding tools like Devin AI, which can autonomously build and deploy websites, find and fix bugs, and train its own language model. These tools are seen as more advanced versions of earlier assistants like GitHub Copilot and Amazon CodeWhisperer. However, despite their capabilities, experts like Ben Dechrai and Saurabh Bagchi argue that these tools still require human input for tasks like ensuring code security and reliability, and filling in gaps in the code templates generated by the AI.

The article also addresses concerns about AI replacing human software engineers. It points out that these tools have limitations, such as Devin AI only resolving 14% of GitHub issues from real-world code repositories. Furthermore, software development is a collaborative process, and different software engineers bring their own specialties to the table. Therefore, while AI coding tools can assist in the process, they are not likely to replace human engineers in the near future.

Key takeaways:

  • New AI-powered coding tools like Devin AI are emerging, capable of building websites, fixing bugs, and training their own language models unassisted.
  • Despite their capabilities, these autonomous coding tools still have limitations, including security vulnerabilities and the inability to handle corner cases that could cause crashes.
  • While these tools are improving, they are not expected to replace human software engineers any time soon due to the collaborative nature of software development and the need for human intuition and feedback.
  • Software engineers are encouraged to start using these AI coding assistants and to keep track of their development, but they must also ensure the code is secure, reliable, and maintainable throughout its life cycle.
View Full Article

Comments (0)

Be the first to comment!