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2025
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In our 'Bad AI Ideas' series, we start with a cautionary tale from the legal sector. A potential client's request for an autonomous, AI-powered deadline manager serves as a perfect case study for identifying unrealistic project goals and understanding the critical need for human oversight in high-stakes AI applications.
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A collection of AI Products Development & Retrieval Augmented Generation (RAG) resources, either informative blogposts or tutorials, along with books, tweets, youtube videos, short courses, etc, that I have found useful at some point during my career.
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Focus on the problem, not the solution. A systematic approach to implementing AI that delivers real business value.
2024
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Evaluate the LLM System, not the LLM Model. A structured approach to holistic evaluation of RAG-enhanced LLM systems.