Operations
Articles about running, pausing, and resuming the kernel.
- Kill Switch and Isolated Context
A central kill switch stops execution. Isolation keeps context with immutable snapshots so a stop and a resume do not corrupt state.
- Pausing and Resuming an Autonomous Kernel
Pausing stops the cycle but preserves weights and memory. Resuming reads the stored context and continues from it.
- Measuring Efficiency Without Guessing
Efficiency is measured as the ratio of energy consumed to result achieved. It is not measured by volume of output.
- The Cost of Always-On Agents
An always-on agent spends resources between tasks. The kernel weighs energy consumed against result achieved in each decision.