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5 AI Trends in 2024
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Welcome to our 5 AI Trends article on the exciting developments happening in the world of Artificial Intelligence for 2024. In this article, We’ll explore the top trends that are shaping the AI landscape and discuss how they are revolutionizing various industries.
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Protecting Your Business: Tackling the Security Risks of Generative AI
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Generative AI has become more ready and integrated into many businesses. But great power comes always with great responsibility. As businesses adopt generative AI, it’s crucial to be aware of the security risks that come with it. In this article, We will explore the key security risks of generative AI and provide practical measures to…
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Prompt Engineering – Part 3: Game play pattern
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In prompt engineering, Game Play is a fun pattern to structure your prompts, It guides Language Models to act as if they were in a game and interact with users to play. In this article, I will share prompt structure and some ideas to leverage this pattern in real life.
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Prompt Engineering – Part 2: Few-shots Example
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In this article, I will be discussing a popular technique in prompt engineering. Sometimes, providing instructions alone is not sufficient to guide LLM in producing the desired output. Therefore, we can provide a few examples to make it easier for LLM to understand our instructions. This technique is known as few-shot examples. Additionally, I will…
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Prompt Engineering – Part 1: Persona pattern
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In the previous articles, I shared the position of prompt engineering in the Generative AI landscape. Sometimes we want to guide AI to generate content bases on specific set of characteristics (persona). In this article, I will show a pattern name Persona Pattern and how to use it.
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Fine Tuning, Prompt Tuning, and Prompt Engineering in AI Development
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Have you ever heard of LLMs? They are machine learning models that are trained with a lot of data from the internet. However, these models do not specialize in any specific tasks. To improve an LLM’s performance for specialized tasks, there is a technique called fine-tuned model. This technique can be quite expensive and difficult…
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Power of RAG: A Breakthrough in Generative AI
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In this article, I will show you the architecture, applications, and challenges of RAG, shedding light on its transformative potential in the realm of Generative AI.