The Agentic Institute · Free download

The AI Agents Manifesto - 2026 edition

Eight principles for deploying AI agents, each with a test you can run inside your own organisation. Updated for the September 2026 debate about pacing frontier AI: the labs are debating their pace - you set yours.

Your firm needs its own embedded evaluator - Who checks your agent that didn't build it?

2026 edition · PDF
Cover of the AI Agents Manifesto, 2026 edition, published by Netlifestyle AI

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What's inside

More than the principles on this page

The PDF adds the evidence test under every principle, a scorecard and the 2026 preface.

The principles

Three principles rewritten with the boundary they were missing, plus Principle 08: Verified trust over self-assessment.

"How you would show it"

One evidence test under every principle.

A 10-minute self-assessment scorecard

Step one, not a verdict.

A one-page preface

What the labs proposed in September 2026, and what it leaves to organisations deploying agents.

A worked example

A professional-services firm (hypothetical), principle by principle.

A mapping to Australia's Guidance for AI Adoption

An engineering view, not legal advice.

The principles

Eight principles, each with a test

Read them here. The PDF adds the evidence test under each one and the scorecard that ties them together.

PRINCIPLE 01

Augmentation over Automation

AI agents should enhance human capabilities rather than simply replace them - empowering people to achieve more, working alongside humans as partners.

PRINCIPLE 02

Bounded Adaptability over Rigid Programming

Systems that learn and respond to changing contexts, within limits that have been tested - and that hand the decision back to a human when they move beyond them.

PRINCIPLE 03

Transparency over Black-Box Operation

Users should understand what an agent is doing and why - building appropriate trust through visibility.

PRINCIPLE 04

Human-Centred Design over Technical Efficiency

Technical performance matters, but serving human needs, preferences and values matters more. Agents should be intuitive and aligned with human intent.

PRINCIPLE 05

Accountable Collaboration over Isolated Operation

Agents that communicate and coordinate with humans and other agents, while each stays within its own mandate and answerable to people who can see, and stop, any one of them.

PRINCIPLE 06

Responsible Operation over Unrestricted Capabilities

Powerful capabilities must be matched with appropriate safeguards, operating within boundaries that prevent harm while maximising benefit.

PRINCIPLE 07

Paced Improvement over Static Deployment

Agents that learn from experience and evolve through feedback, at a pace we can understand and govern - when capability outpaces assurance, we slow down.

PRINCIPLE 08

Verified Trust over Self-Assessment

Trust in an agent rests on evidence that others can check, not only on the assurances of those who built it - safeguards, evaluations and incidents are open to independent review.

Who it's for

Written for the people who sign off on agents

Leadership

Managing Partners and Directors

Of professional-services firms that are putting AI agents in front of clients and staff.

Executives

SME and enterprise leaders

Deploying AI agents and accountable for what they do.

Assurance

Risk, compliance and technology leads

Who need evidence, not enthusiasm.

Educators and developers

Education partners and developers

Developers: see the genAI for Developers Meetup →

Dr. George Vossos

Dr George Vossos · Melbourne, Australia

About the author

Dr George Vossos

PhD in Artificial Intelligence and Law; co-founder and CAIO of WealthPilot Investment Services; former senior roles at IBM and Deloitte; leader of the genAI for Developers Meetup in Melbourne.

Published by Netlifestyle AI.

Full experience and background →
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