Load-bearing walls, not footnotes.
These ideas didn't begin with us. They began with researchers who spent careers studying how humans actually cooperate — what conditions make it possible, what conditions destroy it, what we lose when it breaks down. Every significant design decision in Karmyq has a thread that runs back to this work. We present it here not as credentials, but because if you pull these ideas out, the platform's logic collapses.
Ostrom demonstrated something economists had assumed was impossible: that communities could govern shared resources effectively without either privatizing them or turning them over to the state. She looked at communities managing fisheries, forests, irrigation systems, and grazing lands — and found that many had been doing so sustainably for centuries, through self-designed institutional rules, monitored by community members, enforced through graduated sanctions, and adaptable over time. The conditions she identified for successful commons governance are the design principles behind Karmyq's community configuration model. Community sovereignty is not an ideological preference. It is what the evidence shows works.
Dunbar arrived at 150 through a study of primate neocortex size: the upper limit of stable social relationships where you know who you're dealing with, have a model of their intentions, and can track your history with them. This number appears with remarkable consistency across human social structures: hunter-gatherer bands, Neolithic villages, military units, the average size of functional church congregations. Karmyq's 150-member limit is built on this. Dunbar also described the round-robin of social life: acts of generosity reverberate through small communities because everyone knows everyone else. This is the model for Karmyq's reputation system — not a database, but an echo.
Henrich's central argument: the most important thing about humans is not our individual intelligence — it is our capacity for cumulative culture. Cooperation is not innate and automatic. It is culturally transmitted. Communities that practice cooperation develop the norms, institutions, and habits of mind that make further cooperation possible. Communities that stop practicing it lose those things — not because human nature changes, but because the cultural transmission breaks. This is why Karmyq's design emphasizes small experiments over grand designs. The goal is to create conditions in which cooperation can be practiced, and in which that cultural knowledge can accumulate and spread.
Mauss's central observation: in societies organized around gift exchange, giving is never simply altruistic and receiving is never simply passive. Every gift creates obligation. This web of obligation and reciprocation is, Mauss argued, the foundation of society itself. What gift economies do that markets cannot: they create bonds. A market transaction is completed when payment is made; the relationship ends there. A gift creates an ongoing relationship — a web of mutual obligation that connects people across time. Karmyq's karma system is designed to capture this: the sense that helping someone creates a relationship, not just a completed transaction.
Simard's research revealed that forests are not collections of competing individuals but communities connected underground — mycorrhizal networks through which trees share nutrients, send signals, and support their young and their weak. The oldest, most connected trees hold the network together. The forest is a meta-organism that no single tree could be alone. This is the closest thing in nature to what Karmyq is trying to build: invisible infrastructure, visible flourishing. A village is just a small forest. The work is keeping the network alive as the forest grows.
Haidt's research reveals that humans are primarily social creatures who use reason to navigate social life. Our moral intuitions precede our reasoning and shape it. The sense of being part of something — of shared purpose and shared norms — is not a luxury add-on to human social life. It is a foundational need. Communities that provide genuine belonging generate loyalty, cooperation, and the willingness to sacrifice for others that purely transactional structures cannot produce.
Putnam documented the collapse of social capital across the second half of the twentieth century: membership in civic organizations, trust in neighbors, participation in informal social activities — all declining, steadily, for decades. He distinguished between bonding capital (connecting similar people within groups) and bridging capital (connecting different groups to each other). Karmyq's architecture reflects this. Within communities, the design prioritizes depth of relationship. Across communities, the trust carry mechanism creates bridging capital that lets what works in one community spread to others.
Arthur's complexity economics frames economies not as machines seeking equilibrium but as living systems in constant evolution — diverse, adaptive, and impossible to fully optimize from above. The insight validates what the platform is trying to do: not design the one correct cooperation model, but create conditions in which many models can emerge, compete, and evolve. Diversity and adaptation, not efficiency and equilibrium, drive long-term resilience. Karmyq's community sovereignty model is a bet on complexity over uniformity.
Scholz made the case for technology platforms owned and governed by the people who use them, not by investors seeking extraction. What if Uber were owned by its drivers? What if Airbnb were governed by its hosts? Karmyq is not technically a cooperative, but it shares the foundational commitment: the platform serves its communities, not the other way around. No venture capital mandate. No growth at any cost. The value created by communities stays with communities.
Bregman makes a case from history and psychology that the default human orientation toward strangers is not hostility or indifference but curiosity and goodwill — that the vision of human nature as fundamentally selfish is not a scientific finding but a cultural assumption, and one the evidence consistently contradicts. His argument matters for Karmyq because the platform's viability depends on it being at least partially true. If people are, at their default, oriented toward connection and mutual aid, and the platform just needs to create conditions for that default to express itself — then it can work.
Graeber argues that money, in its current form, is not a neutral tool for exchange but a system of debt that has colonized human relationships and displaced the gift economies that once organized social life. His work, alongside Mauss, provides the intellectual grounding for Karmyq's decision to keep money out of its core mechanics — not because money is evil, but because the platform is trying to rebuild the kind of relationship infrastructure that monetary transaction tends to dissolve.
Held as hypotheses, not doctrines.
These thinkers don't agree with each other on everything. Haidt's conservatism about human nature sits uncomfortably next to Bregman's optimism. Putnam's diagnosis is contested in its details. Ostrom's findings have been disputed in specific cases even as they've held in aggregate. We hold these ideas as working hypotheses. If the research evolves, we want to evolve with it. If you know something we don't — a study, a tradition, a community practice that complicates this picture — we want to hear it.
Researchers: the platform is a living laboratory. Join the circle