KMKrish Mahyavanshiinkrizh.hashnode.dev·Aug 23 · 13 min readFrom Local Inference to InfrastructureI didn't originally sit down to learn the economics of AI. I was just trying to run a tiny LLM on my laptop. I have an HP laptop with 8 GB of RAM, so I obviously couldn't just download some massive 7000
KMKrish Mahyavanshiinkrizh.hashnode.dev·Jul 11 · 7 min readWhere RAG Fails: Understanding the Limitations of Retrieval-Augmented GenerationLarge Language Models (LLMs) are incredibly powerful. Before reading further: If you're new to AI, I recommend first understanding what Large Language Models (LLMs) are and what actually happens afte02MR
KMKrish Mahyavanshiinkrizh.hashnode.dev·Jun 30 · 11 min readWhat Actually Happens After You Press Enter in ChatGPT?The first time I used ChatGPT, I was probably in 11th grade. Back then, nobody around me was talking about AI agents, billion-dollar GPU clusters or whether AI would replace software engineers. For me00
