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RAG vs. Fine-Tuning: Choosing the Right Strategy to Make AI Know Your Business
Introduction One of the first questions every organisation faces after deciding to deploy an AI system is: how do we make this model know our business? A general-purpose LLM knows a great deal about the world as of its training cutoff. It does not know your product catalogue, your internal policies, your customer history, your proprietary processes, or anything else that makes your organisation specific. For most enterprise use cases, this gap between general knowledge and bu
I Chishti
Feb 44 min read


Small Language Models vs. Large Language Models: Which Should Your Business Actually Use?
Introduction When most business leaders think about AI, they think big. GPT-4. Claude. Gemini Ultra. The headline models that dominate the conversation. And while these large language models (LLMs) are genuinely powerful, they are not always the right choice — and increasingly, they are not even the best choice for many real-world enterprise deployments. A quieter revolution is underway: the rise of small language models (SLMs). Models like Microsoft's Phi-3, Meta's Llama 3 8
I Chishti
Nov 19, 20255 min read


The Future of Work: How Generative AI is Revolutionizing Industries
Generative AI is poised to revolutionize industries by automating complex tasks, enhancing creativity, and driving efficiency. From creating art and music to designing products and writing code, generative AI is transforming the future of work. This blog explores how generative AI is reshaping various sectors and the profound implications for businesses and professionals. AI in Creative Industries: Redefining Art and Content Creation Example: OpenAI's DALL-E OpenAI's DALL-E
I Chishti
Jan 7, 20252 min read
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