Humanity and AI · Framework

Seven Generations

The Haudenosaunee Confederacy held a principle: any decision of consequence should be evaluated by its effects on the seventh generation yet to come. That's roughly 175 years. We currently plan for about four.

"In every deliberation, we must consider the impact on the seventh generation." — Great Law of the Haudenosaunee

01 — Scale

How short is our planning horizon?

Before examining any specific decision, it helps to see the time scales clearly. The industrial era, the AI era, and our typical planning window — all on the same bar.

7 generations
900 CE
1100
1300
1500
1650
1776
2026
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Haudenosaunee Confederacy (~1,000 yrs)
Industrial era (~250 yrs)
AI era (~15 yrs)
7-generation horizon (175 yrs)
The civilization that gave us this principle has been applying it for a thousand years. Our current political cycle is four years. The consequences of decisions made in the AI era will play out across a window 44 times longer than the planning horizon we're using.

02 — Evidence

Three decisions, same framework

The same generational lens applied to a decision already in the past, one being made now, and one being built deliberately with this framework in mind. Read down any column, or read across any row.

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Past · 1901–1920s
Oklahoma Oil Boom
Drill everywhere. Extract everything. Ask questions later.
Now · 2020–present
Unconstrained AI Race
Deploy the most capable systems as fast as possible.
Building · 2025–present
Phoenix Wells
Converting Oklahoma's 22,000 abandoned oil wells into geothermal energy — built with the long view in mind.
Gen 1
~25 yrs
Benefit

Enormous wealth. Oklahoma becomes a major economic power. Infrastructure, cities, institutions funded by oil revenue.

Productivity surge

Medical research accelerates, creative tools democratize. Early movers capture extraordinary value. The narrative is almost entirely positive for those with access.

Remediation + revenue

Orphaned wells converted to energy assets. Environmental liability eliminated. Clean energy revenue funds local infrastructure from day one.

Gen 2
~25–50 yrs
Peak

Oklahoma oil powers Allied WWII victory. State identity and political economy become inseparable from fossil fuels. Boom towns, pipelines, refineries.

Disruption arrives

Labor displacement reaches scale. Institutions strain. Concentration of AI capability translates to concentration of political and economic power.

Infrastructure matures

A distributed energy network, locally owned. Oklahoma's geography — which made it ideal for extraction — now makes it ideal for geothermal.

Gen 3
~50–75 yrs
Dependence

Oil price volatility exposes structural fragility. The 1980s bust devastates the economy. Diversification fails. Abandoned infrastructure accumulates.

Contingent

Depends entirely on whether institutions built during the window (now) were designed for human flourishing or for extraction. Not yet determined.

Compounding benefit

Geothermal does not deplete. The resource doesn't run out. Communities inherit functional infrastructure, not legacy liability.

Gen 4
~75–100 yrs
Legacy costs

22,000+ orphaned wells leak methane, contaminate groundwater. Cleanup liability falls to taxpayers. The wealth that built this is long gone.

Unknown

The trajectory of Gen 4 is being set by decisions made in the next 3–5 years. This is what "the window" means.

Inherited infrastructure

The energy network is paid off and producing. No extraction debt. Each subsequent generation inherits the asset, not the liability.

Gen 5–7
~100–175 yrs
Full inheritance

Oklahoma ranks last or near-last in education, healthcare, economic mobility. The resource is gone; the costs remain. These generations did not vote for any of this.

Open

This is the generation the Haudenosaunee were thinking about. Whether they inherit abundance or collapse depends on whether we act like they exist.

Self-sustaining

Communities still generating clean energy from infrastructure their ancestors built. A civilization that compounds rather than depletes. The original vision of the principle.

03 — The Test

Four questions every major decision should answer

The seven-generation framework isn't mystical — it's a set of practical questions that most modern policy analysis never asks.

Reversibility
If this goes wrong, can future generations fix it?
Phoenix Wells: High ✓
Infrastructure can be repurposed, retooled. Geothermal doesn't create irreversible geological damage.
Once AI is embedded in critical infrastructure, governance retrofitting is extremely difficult. Path dependencies form fast.
Groundwater contamination and atmospheric CO₂ are not reversible on human timescales.
Resource Logic
Does this deplete what future generations will need?
Mixed
The Earth's heat is not meaningfully depleted by human use. This passes cleanly.
Requires significant energy and rare materials. The resource logic depends on what powers it.
Platforms optimized for engagement deplete cognitive capacity and social trust — resources future generations need for self-governance.
Distributional Justice
Who benefits, and does that include people not yet born?
UBC: Designed For This ✓
Creates a floor that future generations inherit. Each generation builds on what was established, not from zero.
Concentrated in a handful of companies and countries. Whether productivity gains distribute broadly is not yet answered.
Borrowing against future budgets to subsidize present consumption is a direct cost transfer to people who cannot vote on it.
Cultural Continuity
Does this preserve communities' capacity to govern themselves?
The Hard One
Systems optimized for engagement can homogenize culture and erode the local knowledge networks communities need for collective decisions.
When communities lose economic function, cultural institutions follow. Displacement severs the continuity of place the principle depends on.
Phoenix Wells' model directly counters the extraction-and-remittance pattern that hollowed out Oklahoma's communities.

The principle is 1,000 years old. The need for it has never been greater.

Every technology era produces this choice: extract now, or build for those who follow. The Haudenosaunee had the wisdom to encode the long view into their governance. We have the tools to do the same — and some of us are trying. What happens next depends on whether enough people decide those future generations are worth planning for.