Loyal Agents

Get Involved

Help Translate Fiduciary Principles Into Standards for Agentic AI

Policy leaders are core to translating duty of care and loyalty into specifications and evaluation methods from the start.

A five-person panel on stage in a glass dome with mountains behind.
Sandy Pentland on the Imagination in Action panel "Intelligence at Scale," Davos, January 2026

Where policy shapes the work

Norms Embedded in Infrastructure

Human Context Protocol

Shape consent, revocation, audit trails, data minimization, and sector-specific requirements, and align technical authorization with legal liability and accountability.

Benchmarking & Evaluation

Ensure ratings and sandboxes measure what matters for consumer protection.

Safe Multiagent Systems

Set expectations for how agents behave when they interact, and who is accountable when collective failures occur.

Duty of Loyalty

Define what loyalty signals guarantee and who verifies them.

Ways to get involved

Shape the Design from the Start

  • Join a working group on loyalty, delegation liability, or evaluation criteria.
  • Review specifications as they move toward wider circulation.
  • Participate in cross-sector convenings.
  • Apply expertise in fiduciary law, consumer protection, data rights, or AI governance.

Get involved

Bring Policy into the Specification

Core specifications are still developing. This is when policy expertise can shape the underlying design.

Contact the Team