Emergence

2 items grouped under this topic.

2 posts Search this topic

Posts

2 matching essays

September 9th, 2025 246 9 mins

Beyond "Non-Deterministic": Deconstructing the Illusion of Randomness in LLMs

AI LLM Determinism Architecture Machine Learning Prompt Engineering Emergence

Attributing an LLM's behavior to 'non-determinism' is like blaming a complex system's emergent behavior on magic. It's an admission of incomprehension, not an explanation. The truth is far more fascinating and, for architects and engineers, far more critical to understand.

July 21st, 2025 106 9 mins

The Architectural Revolution: Why AI Agents Shatter Traditional Design Patterns

AI Agents Architecture Software Design Microservices Evolution Emergence

For decades, software architects have operated under a fundamental assumption: we design systems, and systems execute our designs. AI agents are rewriting this contract entirely. Unlike the monoliths and microservices that came before them, AI agents don't just execute architecture—they evolve it.