Human Intention Should Govern Machine Agency

Alexander Wang’s post introducing Meta’s Muse offers a compelling vision of where AI is going: a world in which more people can articulate what they want, and increasingly capable agents can help make those wants real.

We share that vision.

But we think there is a missing layer between the human being and the AI that acts on our wants and desires: intention.

Publisher note: We build SAVOR and call this proposed layer the Intention Layer™. This essay describes our point of view and the future architecture we are building toward; it does not mean the SAVOR app currently dispatches autonomous agents. The descriptions of Muse link to Meta’s announcement and Wang’s original post.

Capability Is Not Intention

Humans don’t just have wants. We have many wants—often conflicting, fleeting, aspirational, half-formed, or competing for the same finite attention.

I might want to start a company, spend more time with my children, get in better shape, answer an email, plan a trip, learn something new, and finally fix the thing in the basement—all at once.

The important question isn’t simply: What do I want?

It’s: What do I actually intend to bring about? What matters now? What can wait? What have I decided? What am I still figuring out? And what am I willing to authorize AI to do in service of it?

That distinction becomes more important as AI becomes more capable.

More Activity Is Not the Goal

If AI simply gives us the ability to do more things faster, we risk creating an endless loop:

More capability → more activity → more things to manage → more need for capability.

What people ultimately want isn’t infinite execution.

We want to be able to keep our attention, focus, and presence where we choose—while trusting that the things that matter to us won’t be lost, and that the work that doesn’t require our attention can still move forward.

The Intention Layer

That is the direction we’re building toward at SAVOR.

We think of the Intention Layer™ as a persistent, human-governed layer that sits between the person and a growing ecosystem of AI agents capable of acting on their behalf.

Its job is not to replace those agents.

Its job is to preserve what the human is actually trying to bring about—and to remain the authoritative place where meaning, priorities, decisions, permissions, and changes in direction live.

Today, SAVOR focuses on helping people capture, hold, and resurface their intentions. The broader architecture described here is the future we are working toward.

Execution Should Not Quietly Become Authority

An execution agent may be extraordinarily good at researching flights, drafting an email, finding a service provider, making a reservation, or coordinating a plan.

But an execution specialist shouldn’t quietly become the authority on what the human intends.

And it shouldn’t require unrestricted access to everything a system knows about us in order to help.

Privacy Is Part of Human Sovereignty

An agent should receive the minimum information necessary for the specific thing we have authorized it to do—not an open invitation to mine our messages, relationships, history, preferences, or other personal data simply because that information exists.

The system should know the difference between context that may be useful and context the human has actually authorized for this purpose.

That is a very different model from simply accumulating more and more data about a person and assuming that more data produces better agency.

Sometimes the Right Action Is No Action

Sometimes the right AI behavior will be to execute.

Sometimes it will be to ask a question.

Sometimes it will be to wait.

And sometimes the most intelligent thing it can do is nothing at all—because the human’s attention belongs somewhere else.

The Relationship We Want

The future needs extraordinary execution agents like the one Meta describes.

But as those agents become more powerful, we believe they also need something equally important on the human side of the relationship: a durable representation of intention that preserves what matters, governs what agents are allowed to act upon, controls what information crosses that boundary, and remains answerable to the human being whose life those agents are supposed to serve.

Human intention should govern machine agency—not the other way around.

That’s the future we’re building toward at SAVOR.

SAVOR is coming to Product Hunt; the launch date is still being decided. If this idea resonates, we’d love for you to follow along.