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Introduction to Kolmogorov-Arnold Networks: A New Paradigm in Neural Network Architecture
In recent years, the rise of deep learning has transformed many aspects of technology, from speech recognition systems to autonomous driving. However, traditional neural network architectures like Multi-Layer Perceptrons (MLPs) often come with limitations, particularly in terms of scalability, interpretability, and parameter efficiency. Enter Kolmogorov-Arnold Networks (KANs), a revolutionary architecture...
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Day 23 - Beyond the GPT
Eva noticed Mo's puzzled expression and decided to address a common curiosity. "Mo, I see you're wondering why sometimes ChatGPT, like Charger, gives unexpected answers. Let's unravel this mystery." "First, let's talk about 'hallucinations' in the world of AI," Eva started. "Imagine if our village storyteller, instead of sticking to...
Day 22 - How ChatGPT works -II
Aarushi beamed at the eager faces around her. "Did you know you can experiment with ChatGPT right on their website, using something called the Playground? It's like having your own laboratory to tweak and test how AI responds," she began, her voice filled with enthusiasm. Model Size: The Powerhouse of...
Day 21 - How ChatGPT works - I
The Anticipation The village square, adorned with festive decorations and buzzing with excitement, set the stage for the much-anticipated competition. Teams from nearby villages had gathered, each eager to showcase their innovations. Eva, with her team and their creation shrouded under a cloth, felt a flutter of nervous excitement. The...
Day 20 - Power of prompts
The Art of Prompt Engineering In the festively decorated university hall, Dr. Silverman, Dr. Ingrid, and Rohit gathered, a sea of Christmas lights twinkling above them. Dr. Silverman, with his characteristic scholarly enthusiasm, began explaining the nuances of prompt engineering. "Prompt engineering," Dr. Silverman started, "is much like crafting a...
Day 19 - Retrieval-augmented generation (RAG)
In the bustling university hallway, adorned with twinkling Christmas lights and festive cheer, Dr. Ingrid, Rohit, and Dr. Silverman found themselves engrossed in an exciting new topic. Dr. Ingrid, her eyes alight with curiosity, turned to Rohit. "So, Rohit, enlighten me about this Generative AI in RAG. It sounds like...
Day 18 - Applications for GenAI
The Expanding Conversation In the warmly lit university hallway, adorned with festive garlands and the soft glow of Christmas lights, Dr. Ingrid, Rohit, and now Dr. Silverman stood in an animated triangle of conversation. Dr. Ingrid, with her characteristic mix of humor and sharp intellect, steered the discussion towards the...
