Tag: systems
All the articles with the tag "systems".
The Mirror Problem
Published: at 03:44 PMA model trained on its own output loses range generation after generation, the tails of its distribution slowly disappearing. I hit this kind of loop in my own systems, and it changed how I think about the difference between a model learning and a mirror reflecting.
Why Smart Companies Stop Knowing Things
Published: at 05:58 PMSmart companies rarely fail because nobody has data. They fail because reality gets softened, translated, and delayed until the organization can no longer tell what is true.
Why I Am Building Glide
Published: at 04:33 AM242 applications per opening. 0.4% success rate. Most candidates ghosted. I spent years inside recruiting watching brilliant people get crushed by a system nobody designed. So I built custom ML models, graph neural networks, and a career intelligence platform from scratch to fix it.