What — AI ethics tries to achieve

Understand
what’s in it
for your group

What’s in it for my organization?


The Aligned Groups Framework (AGF) helps your whole team understand and communicate about why and how you are integrating AI.

It jump-starts a dynamic process that leads directly to ethical governance and ethical management of AI integrations.

The Aligned Groups Framework Venn — Cultivate Human Groups Ethically

Work clockwise · start with the orange step

Step 1 · Plan
How can we plan to use AI to help us meet needs that we haven’t been able to meet before?

What existing planning rhythms give us a chance to reflect on our current AI usage, and create realistic goals for future states?

How can we prioritize AI integration in our existing planning processes?

Do we need to introduce new planning processes to enable the kind of flexible, ongoing work that AI integration requires?

Step 2 · Cultivate Human Agency
How can we use AI, as an organization, in ways that give people better choices that they understand?

How does AI relate to human agency in our organization, in terms of both threats and opportunities?

Who are our stakeholders, broadly understood? How should we engage them about our AI use in ways that respect and expand their agency?

Who on our team is a champion for ethical and effective AI integration? How can we empower them to do more?

Step 3 · Cooperate

When we really cultivate agency, it gives people good reasons to trust us. That also gives them good reasons to cooperate and communicate further. This is why holistic communication depends on creating an environment where people have good reasons to trust us to use AI to cultivate and support their agency, rather than undermine and replace it. Ethical cooperation becomes possible where agency and communication meet.

Step 4 · Communicate Holistically
AI slop is easy to make. But how can we ensure that we communicate in ways that are factual and ethical, and which authentically communicate our experiences?

What should our AI use disclosure policies be internally and externally? How can we make it easy to track and disclose AI use?

How can we use systems to make more time for authentic communication within our team, and with customers, clients and other stakeholders?

How can we coordinate expert review to ensure that AI-generated and AI-assisted outputs are factual and ethical?

Step 5 · Gain Insight

When our team communicates holistically, we can gather their input and other data together, look at it as a coherent whole, and transform isolated data points into something truly informative. This makes insight possible. But to really gain insight, we have to deliberately spend time reflecting on the system as a whole in light of that information. This is especially true if our processes are highly automated and excellent.

Step 6 · Reflect on Whole Systems

When will we sit down together and consider dynamic aspects of our AI integration, like workflows, as well as static aspects, like our organizational structure, and how they all fit together? What does it feel like to work with AI in our organization?

↑ back to Step 1
Step 7 · Align Ethically

We are now poised for a more impactful kind of planning, based on deepening ethical alignment among the people in our group. This is essential so that you can keep aligning new, more powerful AI systems with your group. As ethical alignment deepens alongside expanded AI use, planning improves. This creates a virtuous cycle, in terms of both ethics and organizational strategy.

Close the Integration Gap

So that your organization can make effective, ethical AI integration real.


You can integrate AI ethically using Ethical Governance and Management (EGM).

EGM doesn’t remake organizations. Like relatively recent reinforcements to the Leaning Tower of Pisa, it supports and builds resilience while maintaining your distinctive character.

EGM is not a complete system on its own. It is a framework for coordinating your current and future ethics, governance and management systems for the purpose of ethical AI integration.

The AGF is designed to help you close the integration gap by integrating AI ethics, governance and management into your existing policies, procedures, and practices.

It is designed to make ethical AI integration engaging, fruitful, and normal — instead of just being something you feel guilty for not doing.

Ethical Governance and Management tower diagram
Management
Maintains
Management systems
Ethical culture
Management frameworks and vocabularies
Manages
Change · Operations
Projects · Coaching
Training · Workflows
Discipline, etc.
Governance
Maintains
Strategic innovation initiatives
Centers of excellence
Project/program management offices
Controls
Software stacks
Policies and procedures
Controlled vocabularies
Ethics
Maintains
Ethics frameworks and vocabularies
AI Ethics Charters
AI Ethics Systems
Warrants
Design and/or selection of ethical governance and ethical management resources
Training resources
Ongoing Ethics Research
“Warrants” means “provides good reasons for”
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