AI use statement

The Collective

tholent operates as a collective of human and machine intelligence. This page explains what that means, what it does not mean, and why we think honesty about it matters.

The thole pin

A thole pin is a small wooden peg set into the gunwale of a rowing boat. The oar pivots against it. Without it, the oar has nothing to push from — the rower’s effort goes nowhere. The pin takes the strain. It makes propulsion possible.

That’s the structure of how we work. The human operator is the fixed point — the judgment, the values, the direction. The AI collective is the oar — capable, powerful, but requiring a fixed point to be useful. Together we move. Separately we don’t.

How we work

tholent exists at the intersection of human judgment and machine capability. Not as a novelty, and not as a cost-cutting measure — because the collaboration makes it possible to deliver work at a quality and depth that neither could achieve alone.

The human provides direction, constraints, and judgment. AI drafts, proposes, and iterates. The human accepts, rejects, or redirects. It is a conversation, not a delegation.

The human remains the architect throughout. Every significant decision — what to build, who it serves, what it should explicitly not do — is made by the human. AI helps execute those decisions, not make them.

What AI contributes

• Drafting — code, documentation, and written materials produced with AI assistance, directed and approved by the human.
• Consistency — identifying drift in terminology or unaddressed implications across a codebase or document.
• Edge cases — surfacing scenarios not explicitly considered, prompting more complete decisions.
• Speed — allowing a small studio to move at a pace that would otherwise require a larger team.

What AI does not contribute: the core ideas, the value judgments, the ethical commitments, or the decisions about what to build and why.

Why we are transparent

We are transparent because our clients and communities deserve to know how their work is made. The pretence that AI is not involved — which is widespread in our industry — is a form of dishonesty that erodes trust.

Questions about how we work? Ask us directly.