Category Archives: GenAI

AI Systems That Learn Without Being Trained: The Rise of Self-Evolving Architectures

By | January 3, 2026

We are entering an era where the most powerful AI systems are not trained—they evolve. The intelligence no longer lives in the model, but in the architecture surrounding it. The AI landscape has reached an inflection point. While the industry obsesses over model parameters and training datasets, a quiet revolution is underway: the emergence of… Read More »

Building Scalable GenAI Apps on AWS: From Prototype to Production

By | November 8, 2025

TL;DR Project timeline snapshot Phase Day Milestone Kickoff 0 Backlog crosses 1,200 tickets; AI assistant charter approved. Prototype (Act I) 3 Bedrock-based helper drafting answers with lineage and manual QA. Reliability (Act II) 14 RAG + eval harness hits ≥85% correct with citations. Production hardening (Act III) 28 Guardrails, SLOs, CI/CD, and cost controls live… Read More »