The Inference Optimization Imperative
As models grow larger, the ability to deploy them efficiently becomes the defining constraint. This is how we make powerful AI practical.
· 4 min read · inference
Essays on AI, robotics, inference optimization, and the future of intelligent systems.
As models grow larger, the ability to deploy them efficiently becomes the defining constraint. This is how we make powerful AI practical.
Physical intelligence is a different beast entirely. The constraints and affordances of the physical world reshape how we think about artificial intelligence.
The shift from pattern matching to explicit reasoning represents a fundamental change in how AI systems process information. This is the new cognitive stack.
As AI systems become capable of translating intent directly into action, the layers of abstraction we've built may simply evaporate.