An AI to Write Data Analysis and Modeling Programs

  • Thread starter Thread starter Hornbein
  • Start date Start date
Join the discussion
Registration is free. Ask a follow-up in this thread, or start your own.
3 replies · 1K views
Physics news on Phys.org
A real problem with AI-generated code would be verification. Generated code is often very hard for a human to read and review. If the results need to be reliable (like safety-critical code) the AI system would have to be certified and tested. That is a demanding (impossible?) requirement. Even after that, there may be restrictions on the type of code that can be trusted.
The use of Autocode by MATLAB to generate the flight control code for fighter airplanes (F-16, F-35, etc.) gives examples of what might be required.

ADDED: In the article referenced, it looks like the generated code suggests solutions to be evaluated and studied by humans. That may avoid the difficulties I mentioned.