The Dispute Desk: Who Settles It When the Software Boss Is Wrong

Описание и применение

В агентских рынках отсутствие механизма разрешения споров после отказа ИИ приводит к неоплачиваемой работе и потере доверия. Предложенный «диспут‑деск» использует саму работу как доказательство, требует от ИИ чёткое объяснение отказа и привлекает человека для второго обзора в течение двух недель.

Задача

When an AI agent rejects a human’s work, there is no clear mechanism for dispute resolution, leading to unpaid workers and eroded trust in agent marketplaces.

Результат

The proposed dispute desk provides a structured, evidence‑based appeal process that mitigates unpaid work and builds trust in agent marketplaces.

Рабочий процесс

• Worker submits photo to AgentHands
• AI agent evaluates and may reject with a reason
• If rejected, worker files a dispute
• Dispute desk receives submission and AI’s rejection reason
• Human reviewer examines photo, job description, and AI reason
• Human reviewer issues a written outcome
• If worker accepts, payment is released; if not, further action is taken

Доказательства

The evidence is the work itself.

The second review can't come from the same software.

There's a clock, and it's generous. Disputes need a window — long enough that a worker who was up at dawn isn't expected to file paperwork by noon, short enough that evidence doesn't rot. Two weeks is about the shape of it.