Diffision of Progress Canon - Revision history

Marcin at 21:33, 16 May 2026

2026-05-16T21:33:51Z

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	=Diffusion of Progress Canon=		=Diffusion of Progress Canon=

Marcin at 21:33, 16 May 2026

2026-05-16T21:33:02Z

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	=Diffusion of Progress Canon=		=Diffusion of Progress Canon=

Marcin at 21:32, 16 May 2026

2026-05-16T21:32:03Z

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	=Diffusion of Progress Canon=		=Diffusion of Progress Canon=

Marcin at 21:31, 16 May 2026

2026-05-16T21:31:50Z

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	=Diffusion of Progress Canon=		=Diffusion of Progress Canon=

Marcin at 21:31, 16 May 2026

2026-05-16T21:31:34Z

← Older revision		Revision as of 21:31, 16 May 2026
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	=Diffusion of Progress Canon=		=Diffusion of Progress Canon=

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	It is a function of the rate at which ethical capability diffuses through society.		It is a function of the rate at which ethical capability diffuses through society.


	OSE proposes that civilization-scale transformation depends on building institutions that create capable, ethical, collaborative people faster than problems grow.		OSE proposes that civilization-scale transformation depends on building institutions that create capable, ethical, collaborative people faster than problems grow.
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	The most important institution is the one with the highest rate of ethical capability creation under real-world conditions.		The most important institution is the one with the highest rate of ethical capability creation under real-world conditions.

	~~In short:~~

Marcin at 21:30, 16 May 2026

2026-05-16T21:30:36Z

← Older revision		Revision as of 21:30, 16 May 2026
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	In short:		In short:

	~~<math>~~
	~~\text{Civilizational Regeneration}~~
	=
	~~\text{Ethical Capability Diffusion}~~
	~~\times~~
	~~\text{Reality-Tested Production}~~
	~~\end{math>~~

Marcin at 21:30, 16 May 2026

2026-05-16T21:30:35Z

← Older revision		Revision as of 21:30, 16 May 2026
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	It is a function of the rate at which ethical capability diffuses through society.		It is a function of the rate at which ethical capability diffuses through society.

	~~Core model:~~

	~~<math>~~
	~~\text{Progress}~~
	~~\sim~~
	~~\frac{~~
	~~(\text{Talent Creation Rate})~~
	~~(\text{Iteration Rate})~~
	~~(\text{Reality Contact})~~
	~~(\text{Mission Coherence})~~
	~~(\text{Knowledge Openness})~~
	}
	{
	~~(\text{Coordination Drag})~~
	~~(\text{Institutional Entropy})~~
	~~(\text{Decision Latency})~~
	~~(\text{Knowledge Fragmentation})~~
	}
	~~</math>~~

	~~The obsolete model is:~~

	~~<math>~~
	~~\text{Progress} \propto \text{Elite Concentration}~~
	~~</math>~~

	~~The regenerative open-source model is:~~

	~~<math>~~
	~~\text{Progress} \propto \text{Capability Diffusion Rate}~~
	~~</math>~~

	~~The key metric becomes:~~

	~~<math>~~
	~~\frac{\text{Competence Created}}{\text{Time} \times \text{Capital}}~~
	~~</math>~~

	OSE proposes that civilization-scale transformation depends on building institutions that create capable, ethical, collaborative people faster than problems grow.		OSE proposes that civilization-scale transformation depends on building institutions that create capable, ethical, collaborative people faster than problems grow.

Marcin: Created page with "=Diffusion of Progress Canon= Civilizational progress is not primarily a function of elite talent concentration. It is a function of the rate at which ethical capability diffuses through society. Core model: $\text{Progress} \sim \frac{ (\text{Talent Creation Rate}) (\text{Iteration Rate}) (\text{Reality Contact}) (\text{Mission Coherence}) (\text{Knowledge Openness}) } { (\text{Coordination Drag}) (\text{Institutional Entropy}) (\text{Decision Latency}) (\text..."$

2026-05-16T21:28:34Z

Created page with "=Diffusion of Progress Canon= Civilizational progress is not primarily a function of elite talent concentration. It is a function of the rate at which ethical capability diffuses through society. Core model: <math> \text{Progress} \sim \frac{ (\text{Talent Creation Rate}) (\text{Iteration Rate}) (\text{Reality Contact}) (\text{Mission Coherence}) (\text{Knowledge Openness}) } { (\text{Coordination Drag}) (\text{Institutional Entropy}) (\text{Decision Latency}) (\text..."

New page

=Diffusion of Progress Canon=

Civilizational progress is not primarily a function of elite talent concentration.

It is a function of the rate at which ethical capability diffuses through society.

Core model:

<math>
\text{Progress}
\sim
\frac{
(\text{Talent Creation Rate})
(\text{Iteration Rate})
(\text{Reality Contact})
(\text{Mission Coherence})
(\text{Knowledge Openness})
}
{
(\text{Coordination Drag})
(\text{Institutional Entropy})
(\text{Decision Latency})
(\text{Knowledge Fragmentation})
}
</math>

The obsolete model is:

<math>
\text{Progress} \propto \text{Elite Concentration}
</math>

The regenerative open-source model is:

<math>
\text{Progress} \propto \text{Capability Diffusion Rate}
</math>

The key metric becomes:

<math>
\frac{\text{Competence Created}}{\text{Time} \times \text{Capital}}
</math>

OSE proposes that civilization-scale transformation depends on building institutions that create capable, ethical, collaborative people faster than problems grow.

This requires:

* Open knowledge
* Rapid learning
* Real-world build-test cycles
* Collaborative literacy
* Deep generalist formation
* Moral intelligence
* Reality-grounded production
* Low-barrier participation
* High-feedback environments

Closed systems restrict capability diffusion.

Open systems increase capability diffusion by making designs, methods, mistakes, documentation, tools, and production knowledge inspectable, teachable, modifiable, and replicable.

Therefore, the most important institution is not the richest institution, the most credentialed institution, or the institution with the highest concentration of rare experts.

The most important institution is the one with the highest rate of ethical capability creation under real-world conditions.

In short:

<math>
\text{Civilizational Regeneration}
=
\text{Ethical Capability Diffusion}
\times
\text{Reality-Tested Production}
\end{math>