Big Tech Accountability

Cornerstone essay, IamHITL blog

The Workshop as a Shared Build, Not a Sales Funnel

By Michael Polzin, Regenerative Architect. Published 2026-07-01. About a 6 minute read.

Most workshops sell you an outcome. This one hands you a build. You leave with the artifact, the notes, the failure log, and the loop you used to make it, because those are yours from the moment you touched them (Class C).

That framing is deliberate. When a workshop is shaped as a sales funnel, the room is quietly optimized for the next purchase: the upsell, the retainer, the certification tier. The participant becomes a lead who happened to learn something. We are trying to do the opposite. The room is shaped so the participant becomes a builder who happened to work with a facilitator, and who walks out able to keep building without us (Class C, Class F).

What "shared build" actually means

A shared build has three plain properties. First, the artifact is co-authored: the participant is the author of record, and the facilitator is a partner-in-practice. Second, the artifact stays with the participant when the workshop ends, in a form they can open, edit, and version without our tooling (Class B). Third, the process that produced the artifact is legible to the participant, because they ran it, not because we narrated it to them afterward (Class C).

That third property is where most workshops leak. If you cannot describe how the thing got made, you cannot repair it when it breaks. We treat the process as part of the deliverable. The steps, the decisions, the moments where we changed our minds, the reason we chose one path over another: all of it goes in the notebook the participant keeps.

LOOP is the shape

Inside the workshop we work in a loop with four named steps: plan, act, observe, repair. We call it LOOP on purpose. A one-way jump is a single motion with no return path. A loop is a shape that comes back to where the mistakes are still visible, so the next pass is better than the last (Class B).

Plan means writing the smallest possible next move on paper before anyone touches a keyboard. Act means executing that move, exactly, without adding anything unplanned. Observe means writing down what actually happened, including what surprised you, before interpreting it. Repair means adjusting the plan on the basis of the observation, not on the basis of how we wish the observation had gone.

The loop is boring on purpose. Nothing about it is dramatic. That is the point: dramatic methods produce dramatic stories, and dramatic stories are hard to reproduce. A loop that is boring to describe is easy to run when the facilitator is not in the room anymore.

Partner-in-practice, not vendor

A vendor sells you a product and stops when the invoice clears. A partner-in-practice keeps working in the same discipline you just learned, and treats your questions after the workshop as continuations of the shared build, not as support tickets. That is a different economic shape and we say so out loud (Class C).

Concretely: if you attend an IamHITL workshop and, three weeks later, you hit the case the workshop did not cover, you write to us and we work the loop with you. Plan, act, observe, repair. We do not upsell that call. We do not turn it into a service contract. We answer the question or we tell you honestly that we do not know yet and that we will come back when we do (Class F, because the falsifier is easy: point to the case where we upsold instead).

On pricing, tightly qualified

Some IamHITL workshop formats are offered at a level around 75,000 US dollars for a small, tightly scoped cohort with a defined artifact. That number is not universal. It is not a sticker. It is not what every session costs, it is not a claim about what similar workshops elsewhere charge, and it is not a claim about the return on investment for any particular participant. It is the current price of one specific format, with a specific cohort size, a specific artifact, a specific number of facilitator hours, and a specific set of follow-up commitments (Class C, Class U on any comparison).

Other formats exist at other price points, including ones designed for readers who cannot approach that number and who still want to do the work. If the price of a specific format matters to your decision, ask us directly and we will show you the specific format, the specific artifact, and the specific hours. Do not take the number on faith; ask what is inside it.

Trauma-informed, non-clinical

People bring their lives into a workshop room. We take that seriously. Our facilitators are trained to run the room in a way that is trauma-informed, which for us means slower pacing, clear agreements about what is optional, explicit permission to step out, and the assumption that everyone in the room has a full history the room does not need to see (Class C).

Trauma-informed is not the same as clinical. We are not therapists. We do not diagnose, we do not treat, and we do not present the workshop as a substitute for care. If you are working through something that needs care, we will say so, and we will name the boundary clearly (Class F: the falsifier is any moment we cross it).

Where this sits in the wider program

The workshop is one instrument in a wider program. Universal Natural Intelligence is a working hypothesis on an attainable path toward General Natural Intelligence: a natural, active-inference approach whose evidence is growing, evidence-classed, and tested in the open. Do not take the claim on faith. Test the build, inspect the gates, and help us find where it fails (Class E for the underlying literature; Class F for the invitation).

The workshop is where the ideas leave the page and become someone else's practice. It is also where the ideas get pressure-tested by people who did not sit in the office where they were written, which is why the loop matters more inside a room than any single facilitator's opinion does (Class B).

The public map that lists us alongside four other pathways into active inference is worth reading in its own right. See the Themesis resource map, Where to Start with Active Inference: A Resource Map for 2026. Our honest one-line frame: this is the external map that names SolutionWright as one of five pathways into active inference for 2026, and we use it as an anchor for family tie-ins. Not an endorsement, a factual reference to a public map (Class E).

What the room feels like

Small. Slower than you expect. Notebook-first before screen-first. People say less than they usually do in a room this size, because we protect the silence between the loop steps. When someone speaks, the rest of the room writes it down before responding, because the observation is worth more than the reply (Class A).

By the end of the first working session most participants are surprised at how little they have shipped. That is the goal. Shipping less, more clearly, with a repeatable loop, is the point. The volume comes later, and it comes from the participant's own hands, in their own room, on their own machine.

If you want to test it

We publish the workshop shape on our own site, and we publish the transparency posture that surrounds the whole family of sites next to it. If any part of this essay does not match what you find on those pages, tell us: that gap is a falsifier and we want it (Class F).

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