Loyal Agents

The Initiative

Loyal by Design

Every choice we make (what we specify, measure, and publish) is grounded in principles that turn the tagline into practice.

The principles

Designed for People

Loyalty is designed in

An agent’s obligation to act in the user’s interest must be foundational, not added after deployment.

People control their context

People can grant, scope, and revoke access to the preferences, history, and data an agent uses.

Trust requires auditability

An agent’s actions and the basis for its decisions must be transparent enough to verify.

Data minimization by default

Systems should request and retain only the context a task actually requires.

Interoperability over lock-in

Personal context should move with people across systems and providers.

Evidence over assertion

Claims about agent safety and loyalty should be testable through benchmarks and evaluation.

How we work

Trust Needs a Process

Multi-stakeholder by design

Researchers, industry, and civil society develop standards together, not behind closed doors.

Open by default

Specifications and reference implementations are published so anyone can build on and scrutinize them.

Standards-body governance

Durable trust infrastructure needs broader consensus and stewardship than one initiative can provide.