Enterprise Architecture in the World of Agile and AI

Enterprise Architecture (EA) has long been about the big picture—vision, strategy, and ensuring the technology landscape doesn’t collapse under the weight of its own complexity. Agile, on the other hand, is all about delivering value fast, embracing change, and avoiding big upfront designs. When these two worlds meet… sparks fly. Agile vs EA — The Friendly (Mostly) Tension From Agile’s perspective: “Why are we waiting for an architecture review when customers want this feature yesterday?” “We value working software over comprehensive documentation… remember?” From EA’s perspective: ...

June 12, 2024 · 2 min

Context Is All You Need — Why AI Cares About Context

In the world of AI, context isn’t just helpful—it’s everything. Whether it’s the billions of tokens in a language model’s attention mechanism, the rapidly shifting mosaic of user intent, or the structured metadata keeping facts grounded, context defines what AI can do. 1. A Foundation Built on Attention The 2017 paper “Attention Is All You Need” introduced the Transformer model, which revolutionized deep learning by letting models process all parts of a sequence in parallel using self-attention. No more recurrences—just powerful, context-aware computation. Since then, it’s become the backbone of modern models like GPT, BERT, and beyond. ...

April 23, 2024 · 2 min

Hello World is All You Need

Hello World Attention is All You Need “Attention is All You Need” - the paper that revolutionized artificial intelligence and gave birth to the transformer architecture that powers modern AI systems like GPT, BERT, and countless others. The Revolutionary Paper Published in 2017 by Vaswani et al., “Attention is All You Need” introduced the transformer architecture that would become the foundation of modern AI. This paper marked a paradigm shift from recurrent neural networks (RNNs) and convolutional neural networks (CNNs) to attention-based architectures. ...

January 15, 2024 · 2 min