AI Systems Are Quietly Becoming Distributed Systems
Author(s): Monica Mock-Sipos Originally published on Towards AI. Source: Author-generated image created with OpenAI GPT Image (2026) using a custom prompt. AI Systems Are Quietly Becoming Distributed Systems Organizations compare benchmark results, reasoning quality, context windows, inference cost, and model availability. Those …
The Future of AI Is Stateful Infrastructure
Author(s): Monica Mock-Sipos Originally published on Towards AI. The Future of AI Is Stateful Infrastructure Organizations compare reasoning capability, benchmark performance, context windows, parameter counts, inference efficiency, and accelerator technologies. Vendors compete on intelligence. Infrastructure providers compete on throughput. Enterprise roadmaps frequently …