/tags/llm/Recent content in Llm on Hitesh PattanayakHugoen-usSun, 22 Mar 2026 12:32:36 -0700/posts/ai-prompting-techniques-system-prompts-few-shot-cot-and-structured-output/Sun, 22 Mar 2026 12:32:36 -0700/posts/ai-prompting-techniques-system-prompts-few-shot-cot-and-structured-output/A practical engineering guide to four core LLM prompting techniques—system prompts, few-shot examples, chain-of-thought reasoning, and structured output—covering real failure modes and production-ready patterns./posts/the-evolution-beyond-transformers/Sun, 22 Mar 2026 11:43:37 -0700/posts/the-evolution-beyond-transformers/A practical walkthrough of how the Transformer architecture evolved from encoder-decoder to decoder-only models, why attention’s quadratic scaling became a hard wall, and how Mamba’s state space machines are being absorbed into hybrid architectures that dominate production today./posts/training-for-greatness-speed-bleu-records-and-the-multimodal-vision/Sat, 21 Mar 2026 12:20:48 -0700/posts/training-for-greatness-speed-bleu-records-and-the-multimodal-vision/A practical deep-dive into how the original Transformer model shattered translation benchmarks, slashed training costs, and laid the architectural foundation for every major LLM that followed./posts/the-end-of-the-rnn-era-the-query-key-value-revolution/Sat, 21 Mar 2026 12:06:03 -0700/posts/the-end-of-the-rnn-era-the-query-key-value-revolution/A practical walkthrough of why RNNs hit a fundamental wall with sequential processing and long-range dependencies, and how the Query-Key-Value attention mechanism solves both problems in one elegant step.