← All projects09 / LABOR / PUBLIC PURPOSE / 2026

Humanity's BacklogUseful human work after AI.

Research prototype seeking a real institutional pilot

A research prototype for turning human capacity into useful, verifiable and eventually fairly paid work on important public problems.

01 / Human intent

Human intent

Make people more capable and useful in an AI-rich economy without hiding labor conditions, verification work or uncertainty behind gamified purpose.

02 / System / agent action

System / agent action

Turn a public problem into mission ownership, bounded work packages, matching, verification, compensation, integration and downstream evidence.

03 / Hard boundary

Hard boundary

The prototype refuses fake impact signals, universal reputation scores and purpose-washing. Paid work requires visible acceptance criteria, verifier capacity, compensation, appeal and a human escalation path.

INTENT PRESERVATION / CORE

The prototype refuses fake impact signals, universal reputation scores and purpose-washing. Paid work requires visible acceptance criteria, verifier capacity, compensation, appeal and a human escalation path.

Evidence in the system

Evidence in the system

  • The atomic unit is a work package with an explicit verification protocol.
  • Submitted, verified, accepted, integrated, used downstream and outcome evidence are separate states.
  • The first cancer questline is explicitly a prototype decomposition, not a live work offer or substitute for clinical expertise.