The Quest for Community: A Study in the Ethics of Order and Freedom

The Quest for Community: A Study in the Ethics of Order and Freedom 

 using category theory for middle income trap

https://x.com/EsmeLKPartridge/status/2094368404018725218

All you need is Geometric Algebra

 Seven Sketches in Compositionality: An Invitation to Applied Category Theory

https://www.proswit.com/jacobian_explained

All you need is Geometric algebra

AI chip architectures

 https://www.jacobpeake.com/ai-chip-architectures

Graph engineering

Stay tuned for English version book --- https://x.com/leafmeta/status/2083768641145938336

 A graph contains not only what to do but also what is known. Furthermore, the latter is a much older concept—the lineage leading from knowledge graphs to ontology and the semantic web. Therefore, this book divides graph engineering into two tracks. 

Knowledge Graph Engineering Track 1: What the Model Knows; Ontology, Schema, Source; Time, Quality, Verification. 

Agent Graph Engineering Track 2: What the Model Does; State, Reducer, Superstep; Tools, Authority, Termination Conditions. Both are built with nodes and edges. 

Conjecture COnjecture everywhere

Conjecture  about recurring digits in Pre Algebra homework

polynomial multiplication

 polynomial multiplication · point-value swap · roots of unity · recursion · one flipped sign

prompt like a mathematician

Claude agents

 Build with Thariq

a model trained on short tasks generalizes to problems 100x longer for free