The best early application of continuous learning is your personal LLM-as-a-judge. Imagine an LLM that knows exactly how you code, write emails, what you consider to be 'good' legal document or what is a good design – anything that you normally give feedback to LLMs on is
Personal LLM-as-a-Judge: Continuous Learning System
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