Nativeness and First Principles of AI
TL;DR: First Principles of AI are about information volume; What follows AI First Principles is AI-native; Multi-modal intelligence is the key
Thoughts on Agent Tech Stacks
In AI product development, uncertainty is the new sea. To ship a product, we swim, boat and make bridges.
AI Product Development: in the Sea of Uncertainty, We Swim, Boat and Bridge
In AI product development, uncertainty is the new sea. To ship a product, we swim, boat and make bridges.
Human Labor is the New Steam Engine
The existing enterprises based on human labor and their supporting structures resemble remarkably the group drive system in the electrification revolution. The use of AI of today is just merely swapping the "steam engines" for "electric motors". Shall history rhyme again, we should see new enterprises and social structures emerge, which will be the new "unit drive" paradigm shift.
Self-supervised Evolution: From Model Swarm to AGI
Self-supervised Finetuning, Model Swarm and Dynamic Utility Function will unlock the next-gen of AI training