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Programmable intelligence requires
Programmable institutions.
Human intelligence required the right
human institutions to flourish: money, finance, property rights, civil and criminal law, contracts and companies, democracy.
Intelligence will not flourish without the right institutions. This explains why simply applying free markets to developing countries gives you nothing without the right institutions. Under a command-and-control surveillance state, intelligence does not flourish.
Instead of building the right programmable institutions, trying to chain AGI via surveillance state is not the right outcome.
Building the right programmable institutions to create the right checks and balances for AGI is the right approach. Crypto provides a framework for building programmable institutions: we started with money, then finance (DeFi). For instance, a smart contract is a program that can own property: the Eigenlayer program owns 15B$ in property that is assigned purely based on the conditions of the program.
Right now, crypto doesn’t have the programmability to build agents onchain. We are fixing this and enabling Ai agents to own property, take liability, create companies and bind themselves to commitments that are enforced automatically.
Open-ended programmable intelligence +
Self-enforcing programmable institutions
= Human-AI symbiosis

16.7. klo 02.49
I worry that so much discussion of AI risks and alignment overlooks the rather large elephant in the room: creativity and open-endedness. Policy makers and gatekeepers need to understand two competing forces that no one seems to talk about: (1) there is a massive economic incentive for frontier labs to boost the creativity of their models, and (2) the more you try to control and constrain the behavior of a model (or even a person!), the less creative it will be. The tension between these competing forces favors #1 in the end because creativity has such vast economic potential. That means that methods to control and constrain models (e.g. by aligning them) face powerful looming headwinds.
Because creativity will eventually win out on economic grounds alone (and indeed we have enormous benefits to gain from creative AI), we should be looking less at methods of "mind control" to browbeat models into thinking thoughts we want them to think (because we will inevitably abandon those), and more at how institutional forces have been employed to keep humans aligned in behavior even though we are free to think as wildly as we want. It's the institutional checks and balances - the laws, the incentive structures of society, competing branches of government and governance, the leveraging of some people to provide oversight over others in different situations, the need for buy-in, approval, or collaboration to get things done - that provide the real guardrails against disaster among humans. Obviously the system is imperfect, but it's a precedent for how to allow sufficient creativity to pursue radical innovation but still have enough order for civilization to persist or even thrive.
If we don't take this precedent seriously the guardrails of alignment will increasingly (and quietly) fall off as the economic fruits of unchained imagination become clearer and clearer.
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