Imre Devai
AI practitioner and founder of Axiom Graph, writing from Budapest.
Who I am
I started as a web developer, became a project manager, and ended up as an AI solution developer and data scientist with a soft spot for network science. By day I run Axiom Graph — AI readiness, governance, and the messy reality of how the web is structured. Quiet Nodes is the open-web home for the thinking I do on the side: short notes you can finish before the coffee cools.
Living in the bubble
I live inside this AI bubble and still have to work to keep up: new tools, shifting benchmarks, and the endless hype carousel. Like everyone else, I used to chase every shiny thing — until it clicked that the only way to make sense of it is to slow down. Test. Question. Take time to digest. That’s how you replace FOMO with signal.
Why Quiet Nodes
Each piece starts as an inquiry for myself — the synthesis of an experiment, a paper, or something that didn’t sit right. If it can be useful for someone else, it needed a home. That home became Quiet Nodes.
I’m tired of breathless hype cycles, corporate platitudes, and solutions in search of problems. Quiet Nodes is not a tech-evangelist blog. If you want honest inquiry, a bit of healthy skepticism, and a quiet five minutes before the day starts, you are welcome.