Evolution of Large Language Models and AI Systems
A storytelling-driven reflection on how transformers, scaling laws, RLHF, reasoning systems, and agents transformed AI from next-token prediction into the foundation of modern intelligent systems.
Essays and longer notes. Many will start life as rough drafts and sharpen over time.
A storytelling-driven reflection on how transformers, scaling laws, RLHF, reasoning systems, and agents transformed AI from next-token prediction into the foundation of modern intelligent systems.
From layoffs and fear to intent, abundance, and a new surface area of possibility AI lowers the cost of turning human intent into sustained outcomes
A reflective essay on research writing, storytelling, clarity, and why the best research papers communicate ideas instead of trying to sound academic.
A technical reflection on how deep learning moved from theory to traction - 2016.
A reflective essay on the five qualities that shaped my personal and professional journey — competence, courage, confidence, connection, and conscience.