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

说明与用途

在代理市场中，AI拒绝后缺乏争议解决机制导致工人未获得报酬并失去信任。提出的争议桌使用工作本身作为证据，要求AI给出明确拒绝理由，并在两周内引入人工审核。

问题

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.

结果

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

工作流

• 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

证据

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.