Third-party cyber evaluations involving OpenAI models
openai.com·13h ago
AI Research
arXiv CS.AI·Jun 9·5 min read
Structuring agentic AI for HPC code modernization
✦ Why It Matters
Engineers can leverage AI-assisted techniques to modernize legacy codes, improving performance and maintainability.
Key Takeaways
- Utilize structured AI approaches for code modernization.
- Transition legacy code to modern languages like C++.
- Incorporate parallel processing to enhance performance.
- Provide curated examples to guide AI-assisted development.
How It Works
The authors implemented a structured AI methodology that involved creating specific examples for the AI to learn from, ensuring that the code remained buildable throughout the modernization process. This approach allowed for iterative improvements and facilitated the transition from a single-threaded Fortran application to a multi-threaded C++ application using OpenMP for parallelization.