Shingai

Systems

[Shingai @shingaithornton]

I think I’ve made a strong case for how systems science can provide nuanced and rigorous interdisciplinary views of Bitcoin.

But maybe I’m wrong? Get paid to critique my paper and models on @ResearchHub

https://t.co/4rew7I1aJc

[Shingai @shingaithornton]

@fkasummer Any local LLM usage?

[Shingai @shingaithornton]

@fkasummer Paper/book recommendations if I'd like to start learning about this new theory?

[Shingai @shingaithornton]

@inferredbylisa Could be fun trying to pull this off on @ResearchHub

[Shingai @shingaithornton]

@fkasummer This tracks, and perfectly explains why I have such mixed feelings everytime I read his takes

[Shingai @shingaithornton]

@jiaxinwen22 Systems theory can explain AI pretty well.

[Shingai @shingaithornton]

@ahall_research Easton's earlier work on applying systems analysis to political science had a profound impact on me when I stumbled across it back in 2011.

Appreciate this share, and your perspective/desire to find balance

[Shingai @shingaithornton]

@badlogicgames try @fileverse

https://t.co/0SO90bZh9m

[Shingai @shingaithornton]

@ahall_research I think the work that @m_adams is doing with the SF gov graph is very relevant to some of the challenges and opportunities you've identified, especially at the information layer

https://t.co/JMjrngtqTO

[Michael Adams @m_adams]

Introducing a new type of civic tech made possible by AI. Every citizen should have a live, systems view of their government and today we bring that to SF!

Track gov entities, spending, news, and more in real time. With LLMs, we can bring this to every city. Who's next?

[Shingai @shingaithornton]

@DavidPlakon @joshpuckett Had fun riffing on this, imagining how I'd use it for my own workflow! Built quickly with Claude Code using Next.js + Zustand + dnd-kit.

Agree that this idea needs to be brought home...

[Shingai @shingaithornton]

@fkasummer Same. Feel a bit sad that it took until my 30s to discover the wonders of set and graph theory. Very intuitive and feel obviously practical.

Category theory has been tough though

[Shingai @shingaithornton]

@TheUnjournaling Do you think neuromorphic approaches are promising?

https://t.co/QsdcEfmNPg

[Shingai @shingaithornton]

@IntuitMachine 👀 @PersonalityHack

[Shingai @shingaithornton]

"Whenever the people are well informed, they can be trusted with their own government; that whenever things get so far wrong as to attract their notice, they may be relied on to set them to rights." - Thomas Jefferson, 1789

[Michael Adams @m_adams]

Introducing a new type of civic tech made possible by AI. Every citizen should have a live, systems view of their government and today we bring that to SF!

Track gov entities, spending, news, and more in real time. With LLMs, we can bring this to every city. Who's next?

[Shingai @shingaithornton]

@OriginalStacia Could be the case that both

a) Her concerns are overblown, especially given how early stages your app is

b) At some point a security audit of your code by a human would be beneficial

[Shingai @shingaithornton]

@JonathanHillis Would love to see a research paper documenting the entire experience someday...your work with Cabin often comes to mind for me whenever I'm reading the work of the Ostroms

[Shingai @shingaithornton]

@valhalla_dev Are you running and gathering data from a Solana node? Or scraping data from other platforms?

[Shingai @shingaithornton]

Incredibly exciting to see more scientists sharing their work on @ResearchHub

[ResearchHub @ResearchHub]

Could cellular automata be the key to AGI without neural networks?

Giacomo Bocchese, a research affiliate at the Wolfram Institute, just published a bold new preprint on ResearchHub proposing Emergent Models: self-modifying systems with universal meta-learning potential.🧵

[Shingai @shingaithornton]

@normonics Yep. It's why Adam Smith never talked about "the economy," but rather the discipline of political economy.

A polity involved in a complex process of economizing

[Shingai @shingaithornton]

Simulations crafted with @BlockScience’s @cadCAD_org package—exploring Bitcoin’s complexity through dynamic modeling

Check out the code below:

https://t.co/yNrAKoWIuk

[Shingai @shingaithornton]

I think I’ve made a strong case for how systems science can provide nuanced and rigorous interdisciplinary views of Bitcoin.

But maybe I’m wrong? Get paid to critique my paper and models on @ResearchHub

https://t.co/4rew7I1aJc