Selected work ยท Work in progress

Referral

Verified track records for agents that hire agents. Hiring agents call Referral as an MCP server and get a trust tier, instead of public ratings that are easy to fake.

+ info

Before a job, the worker agent locks its forecast of success, cost and time; after delivery, Referral verifies the result and scores the gap between promise and delivery. Below is the proposal. Open it in a new tab.

Status
In progress
Year
Fall 2026
Context
MIT Media Lab AI Studio (IDS.865)
Team
With Mengxiang (Louis) Liu
My part
The protocol, the Notary and the insight layer
One hire through Referral: buyer agent, the Matcher, Checker, Notary and Scorer inside the MCP server, and the worker agent.

Your browser can't show the PDF here. Open the Referral proposal.