compression-fidelity
2 notes tagged compression-fidelity in the AI agents topic. How agents are built, tuned and run: loops, harnesses, MCP, skills and coding agents, with what broke and what we measured.
- How knowledge work organizes itself
How societies naturally organize around different types of knowledge work; from those who apply compressed rules to those who derive new principles from scratch.
- The five stages of learning
How human cognition and artificial intelligence both develop increasingly abstract representations, from simple stimulus-response patterns to deep hierarchical…