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ChatGPT and other AI tools based on Large Language Models (LLM) have grabbed the headlines. The intuitive interactive interface makes them easy to use and they can be a real time-saver. However, the code LLMs write is also often wrong – in ways that can be hard to spot – so they require constant human supervision.
But LLMs are not the only way to do generative AI for code: fully autonomous code-writing is possible by using reinforcement learning to write code that is guaranteed to compile, run and be correct.
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