Hybrid Time Violence Calculator

Calculate how efficiently time transfers from humans to machines in hybrid systems

Hybrid Time Violence Calculator

Calculate transfer efficiency in human–AI systems:

eta^{HA} = rac{Delta ext{TV}^H(S)}{Delta ext{TV}^A(S)}

ΔTV^H(S) - Human Time Change Change in human time cost (hours saved = positive)

ΔTV^A(S) - Machine Time Change Change in machine time cost (hours absorbed = positive)

Current Human TV^H(S) Current human time cost, in hours

Current Total TV(S) Current total time cost, in hours

Transfer Efficiency η^HA: —

Human Time

—

↓

—

Machine Time

—

↑

—

Understanding Hybrid Time Violence

In a hybrid human–AI system, friction can be redistributed. The transfer efficiency η^HA measures how successfully human friction is absorbed by AI.

Ethical design ensures the flow always moves from human → machine.

When automation reverses that flow — demanding more attention, more clicks, more re-authentication — the system regresses into unconsciousness.

The Hybrid Time Violence Theorem states that every unit of human friction transferred to a machine increases total system intelligence I(S).