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AI Research
AI × Visual Data: When Text Models Meet Images, Tables, and PDFs. AI can not only read text, it can now also see images, tables, and even PDFs. This capability comes from breakthroughs in 'Multimodal Large Language Models'...
AI Research
AI Model Update Risks: Why Your Trained AI Becomes 'Ineffective' After a Few Weeks? Many enterprises have encountered this situation when first implementing AI: a model that performed excellently initially...
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Merge Your Data: Apply RAG in Practice, Let AI Help You Understand Internal Company Knowledge. Large language models (LLMs) are powerful, but they cannot 'understand' the documents and processes within your company...
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Can Manufacturing Also Use It? AI Application Guide for Production Lines, Quality Control, and Technical Support. When talking about AI, many people first think of office automation, content generation, customer service chat...
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AI × Customer Service Center: How to Build a 24/7 Super Customer Service? The customer service center is the most direct point of contact between enterprises and customers. With the development of AI technology...
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AI Implementation Failure Case Analysis: Five Lessons Learned from Mistakes. AI technology may seem omnipotent, but more enterprises fail at implementation than you might think. Overly high expectations, lack of planning, wrong methods...
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AI Privacy and Regulations: Compliance issues enterprises must know before implementing AI. AI technology is powerful, but improper data usage can expose enterprises to legal risks. From GDPR to Taiwan's Personal Data Protection Act...
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Building Your Own AI Tutor: The Indispensable AI Assistant for Individual Learners. From learning problem-solving, language practice to writing assistance, AI is becoming the most trusted tutor and coach for individual learners...
AI Research
Understanding Prompt Engineering: How to make AI understand the answers you want. The same question asked in different ways to AI can yield vastly different results. This isn't AI's fault, but rather an issue with the 'prompt' you give it...
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