POLYCHAOS

This blog post discusses the emerging role of AI and Large Language Models in developing niche search engines that can challenge industry giants. It explores the concept and challenges of vertical search and how AI can address these issues... Should we assume AI always has an answer to whatever we ask? Information can be ambiguous or missing, and "I don't know" (from AI or human) can be the honest answer. AI needs to be trained to recognize uncertainty, assess causes, and effectively support human-AI exploration... Are Large Language Models, LLM's, the AI technology that will finally replace search as we know it today? The latest chat bot, ChatGPT from OpenAI, is hailed as a know-it-all candidate that could soon change the way we search. Looking somewhat deeper at the problem reveals that it may require significant innovations to even begin to get there.

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