Axis4

Research Notes

Published topics include:


Temporal State Machines

2026-02-15

An exploration of state machines that explicitly model time as a first-class dimension, enabling rollback, branch, and temporal query operations at the infrastructure level.

Commit Graph Topology

2026-01-28

Investigating the topological properties of version control commit graphs and their implications for distributed state synchronization and merge strategies.

Latency Budgets in Human-AI Systems

2026-01-10

Analysis of response time constraints in interactive AI systems, examining the perceptual thresholds that define acceptable human-machine feedback loops.