Till The Soil

What people really want is a money multiplier. Good nonprofits are intermediate steps in the multiplier chain. Applied AI Society is one of them.

Last updated April 23, 2026

What People Actually Want

People want a money multiplier machine. That is the real preference under every investment, every grant, every partnership. Put capital in, get more capital out. Everything else is decoration.

Good nonprofits sit inside that preference, correctly understood. The best ones are intermediate multipliers: soil-tillers that make the surrounding ecosystem more productive, so the players who support them harvest more than they would have otherwise.

What Makes A Nonprofit Sustainable

A sustainable nonprofit is connected to a broader system that is abundant enough to sustain it, and where the top players in the ecosystem understand that the nonprofit's existence tills the soil every other player stands on.

Without that understanding, a nonprofit is begging. With it, a nonprofit is infrastructure. The top players fund it the way a farmer funds soil amendments: because without it, the harvest shrinks.

Applied AI Society Is Tilling The Soil

Applied AI Society exists to till the soil of the entire applied AI economy. Specifically, we are building the missing talent pipeline: the cohort of applied AI practitioners who can help net new companies get built and old companies adopt what is possible.

Nobody else is building this pipeline at this quality. Universities are too slow. Hyperscaler courses teach their own platform. Bootcamps optimize for signup over outcome. The open-source, community-maintained, practitioner-led pipeline is the missing piece, and it is what AAS is purposely building. See the Applied AI Literacy Earthshot for the specific commitment.

The Money Multiplier For Funders

If you want to make a lot of money in the applied AI economy, support Applied AI Society. The talent you will want to hire in 18 months is being activated right now through our workshops, chapters, and docs. The founders you will want to back are being trained in this same pipeline. The consultants you will want to pay to transform your existing operations are being credentialed by doing real work in this community.

Funding AAS is funding the soil every applied AI crop grows in. That is the multiplier structure.

See Speaking The Language Of Capital for the discipline of getting institutional money moving, and Depression Tech for why the timing of this particular soil-till is load-bearing on the broader thesis.

The Posture We Ask Of Funders

We ask for ecosystem-owner posture. Fund us the way you would fund soil amendments on land you plan to farm for decades: because without it, the harvest shrinks. If the applied AI economy is where you plan to make significant money over the next ten years, the infrastructure that keeps the talent pipeline flowing, the quality bar high, and the practitioners widely distributed is one of the cheapest asymmetric bets you can make. That infrastructure is us.

Good nonprofits are money multipliers. They till the soil the ecosystem grows in, so the top players who fund them harvest more than they would have otherwise. Applied AI Society is that for applied AI.