Open research library
Papers you can read, cite and question
728 papers from the QNFO program, filed on nine shelves by the reader each one is written for: energy per answer, error correction, physics, numbers and p-adics, logic and formalism, AI and knowledge, autonomous systems, assessments, and cross-cutting essays. Every page renders its mathematics and can be questioned in place. How a living paper works.
Looking for an answer rather than a paper? Ask the whole corpus: answers cite the papers they come from.
Results for “topological” 4 papers
AI agents. Agents, tool use and delegation Tagged papers: 42.
Cocycle Solving in Cognition: Ultrametric Reaction Times and Analogy Depth
Cognitive consistency and analogical difficulty are pervasive challenges for psychologists, educators, and artificial‑intelligence designers. Existing Euclidean models cannot capture the hierarchical constraints that appear in belief networks and analogy spaces. We therefore propose a formalism in…
Topological and Computational Unification of Emergent Agency
This manuscript addresses the foundational tension between microscopic superdeterminism and macroscopic emergent agency through the lens of complex systems theory. By synthesizing the computational irreducibility of cellular automata with the geometric constraints of fractal invariant sets, we…
Adaptive Thick Skin
Standard approaches to robustness in open systems rely on static topological protection, maintaining a constant energy bias to enforce non-reciprocity. However, this strategy incurs a prohibitive thermodynamic cost, or “quiet tax,” during benign environmental conditions. Here, the “Adaptive Thick…
Biological and Engineered Computational Systems
This work establishes the categorical equivalence between biological and engineered computational systems through an explicit mathematical formalism. The central thesis posits that these seemingly disparate domains implement equivalent computational architectures, an equivalence that manifests…
New papers by email
One short weekly digest: titles and links. No tracking; unsubscribe any time.