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EcoCommerce Marketplace's avatar

AI is demanding that we become governance literate. And ironically, AI is governance illiterate. It was developed by people that carry a "market" logic and naturally their product applies their logic.

Okay - a couple of steps back. Society operates on three governance logics; hierarchy, market, and network. These should not be confused with political ideologies, but HOW things are coordinated. Are things coordinated by rules and boundaries (H), by incentives and profits (M), or by consensus and trust (N)? Every individual, organization, collaboration, nation, etc. applies some ratio of H/M/N to achieve their objectives - and they are in a constant flux to some degree.

What I am building for is for a governance literate society that deliberately and consciously is able to design the complex organizations needed to address the complex wicked issues. The theory is that wicked issues are not caused by complexity (E. Ostrom indirectly proved that by identifying dozens of complex scenarios that did not devolve into wicked issues), but by the misapplication and misalignment of governance logics.

The first build is GADGET (governance architecture diagnostic generative engineering tool), a decade-old methodology that adopted LLMs as the calculation engine. Its purpose is to 'read' governance logistics to enable people to properly apply and align governance logics in complex socio-economic issues. What people and society have yet to capitulate on is that public policy is no longer sufficient to solve wicked issues because public policy cannot hold the requisite variety needed to manage the complexity of wicked issues.

Wicked issues need to be resolved in situ using governance logics, because wicked issues are created in situ using governance logics, misapplied and misaligned.

My first public presentation on GADGET is at the University Network of Collaborative Governance [https://law.utexas.edu/wp-content/uploads/sites/30/2026/08/Final_UNCGSchedule_8.12.pdf] on November 6th. It has been applied on dozens of complex issues across multiple sectors and industries. Governance literacy is a topic whose time has come.

GADGET is not a governance framework, but can assay the governance framework of any entity, collaboration, etc. Think of H/M/N as governance DNA. If you know the organization's governance DNA, you know its governance logic, and when you know its governance logic you can predict HOW it will approach any problem. Governance logics determines policy architecture. None of it is hidden, we just need the right lens to see it.

Cristina DiGiacomo's avatar

Congratulations! Read the thesis - great job! Will reach out.

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