LLM Evaluation and Alignment, The Foundational Ideas: Building trustworthy AI applications

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It's a fundamental truth that all software-even AI systems-is broken. AI engineers who can diagnose faults and refine systems to align with business needs are in high demand. This book expands the foundational research into judging and adapting AI systems into a collection of practical techniques you can use on the job. As you trace the progression from surface-level text matching to semantic similarity to judgment-based evalua...