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Next-Gen AI Transforms Coding
- The next wave of AI coding assistants will prototype, test, and debug code, not just autocomplete it.
- Developers will shift to managing and reviewing AI-generated code rather than writing it from scratch.
Dual Levels of Code Correctness
- Code correctness has two levels: syntax correctness and functional correctness.
- The new AI assistants aim to ensure code not only runs, but does what the developer intends.
Modeling Coding Process Matters
- Training AI on finished code misses the reasoning behind development.
- Better models mimic the process coders follow, not just the final code.