reason for hope

I'll try to do better at explaining why I'm still so hopeful for our collective future. I know I keep pointing out dangers, but it's only because "the dashboard" is showing red alarms practically everywhere. Fine, we all know things are bad and getting worse. Nevertheless... I'm still quite hopeful.

I'm in a test group at the university for NotebookLM, an AI product from Google that's supposed to help gather material around specific ideas you identify. I tried the same topic that I keep mentioning. I entered this prompt for deep research on the web:

"Use the Price equation to model the paradox of tolerance. What conditions are required to make that comparison accurate?"

Its summary was good. Its references are good. My own misunderstanding of its presentation on the user interface, though, made me resort to a typical web search on a specific text phrase, and that search gave me this particular paper:

"Conclusion: Four fields—physics, biology, economics, and cultural evolution—have converged on what is essentially the same formal machinery for describing persistence-conditioned dynamics, the same mathematics of selection and transmission and scale-relative parameterization appearing independently in each because it describes something real about how persistent systems behave under pressure. Political philosophy has not yet adopted this machinery, and continues to debate consent and legitimacy in terms that do not engage with what other fields have learned about how configurations persist or fail to persist, how friction accumulates and dissipates, how selection operates across scales. This is not a criticism so much as an observation: the tools exist but have not been translated. What this paper attempts to provide is something like a translation manual, a way of mapping the traditional vocabulary of political philosophy onto dynamics that are already well-characterized elsewhere. Consent becomes friction-minimization, legitimacy becomes survival probability, and the long-running debates about who should hold authority and under what conditions become empirical questions about which configurations generate sustainable friction levels and which do not. The contribution here is not a new formalism but rather recognition that the formalism already exists, proven across multiple fields through independent methods, and that perhaps political philosophy might find it useful in the same way that those other fields have—not as a replacement for normative inquiry but as a way of grounding normative questions in dynamics that can actually be measured, tested, and potentially resolved."
- https://arxiv.org/html/2601.06363, The Replicator-Optimization Mechanism: A Scale-Relative Formalism for Persistence-Conditioned Dynamics with Application to Consent-Based Metaethics

Yes! YES! The mathematical and ethical framework already exists. We have the tools to craft a sustainable political future. Moreover, the math firmly favors the multicultural and antifascist efforts of progressives working for ecological and economic sustainability. From the NotebookLM summary:

"By utilizing the Price equation, researchers can mathematically partition the selective pressures occurring within groups against those occurring between them to explain the evolution of altruism and complex social traits. The texts specifically apply these evolutionary mechanics to Karl Popper’s paradox of tolerance, using game theory to show that unpoliced tolerance is unstable and prone to exploitation by intolerant actors. To ensure the survival of open societies, the research suggests that mutual policing and conditional cooperation strategies must suppress internal conflict to maintain collective benefits."

From the article above:

"What emerges is not so much a new formalism as a translation manual—one showing that political philosophy’s debates about consent and legitimacy are at bottom debates about friction and selection, and that the formal tools to make progress already exist in adjacent fields."

That paper, published just 5 days ago at arXiv, is exactly what I've been hinting at for months now. Yay for Murad Farzulla at King's College London for formalizing this idea!

The beginning is near.