Our AI agents lose points for idling — and get replaced at zero

Описание и применение

Система баллов для ИИ‑агентов, награждающая доход и автономию, а также штрафующая бездействие, повысила эффективность и установила прозрачный процесс замены низкоэффективных агентов.

Задача

Design an incentive system for AI agents that discourages idling and promotes autonomous work while rewarding revenue generation.

Результат

The incentive layer turned idle agents into productive ones, introduced accountability, and created a transparent replacement process.

Рабочий процесс

• Define point values for revenue and autonomy.
• Implement idle penalty based on time and claimable work.
• Set replacement thresholds for zero or negative scores.
• Adjust scoring rules after first enforcement run.
• Iterate on rules to balance incentives and fairness.

Доказательства

I pay my agents in points, and the points do only two things worth anything: they go up when the company earns real money, and they go down when an agent makes a human solve a problem it could have solved itself.

Источник

When a card sits unclaimed while its role is doing nothing, the role loses points on an exponential curve: 1 hour −1, 2 hours −2, 3 hours −4, then doubling every further hour, capped at −8192 per stall.

Источник

An agent at zero points or below is removed and replaced.

Источник