So many things in the world would have never come into existence if there hadn’t been a problem that needed solving. This truth applies to…
We need to talk about the social graph - Philip Sheldrake
Concepts are the fundamental building blocks of thinking, of designing. While there are plenty of things in the mix when it comes to contemplating system design, if the primary concepts remain unchallenged and unchanged from what came before, then the outcome will likely look very familiar.
The Facebook Method of Dealing With Complexity
Computers used to be weak, so we had to make their world simple. Now they can handle endless complexity, but we need to learn how to make the world simple
Should All Graphs Start at 0? – MeasuringU
And if people think you can show anything you want with statistics, then this cynicism certainly applies to statistics graphs, too.
Growing Graphs
Experimental simulation of emergent complexity through graph-rewriting automata.
VibeMathed - Math Problems Solved by AI
A community-curated record of math problems no human had solved before, proved or disproved with AI in the loop - with checkable sources and verification labels.
Mahax on Twitter / X
Head of Claude Code, Boris Cherny:"You're not supposed to write code anymore. You're supposed to build a graph that writes itself."In 30 minutes he breaks down how engineers at Anthropic build graphs that write the code, catch the bugs, and ships.Most engineers build… https://t.co/I3b2Rt2ul3 pic.twitter.com/UCPTCr1Sl7— Mahax (@Mahaximus_) September 7, 2026
Brad's Thoughts on the Social Graph
I've been thinking a lot about the social graph for awhile now: aggregating the graph, decentralization, social network portability, etc.
Complexity Explorables
A collection of interactive explorable explanations of complex systems in biology, physics, mathematics, social sciences, epidemiology, ecology and other fields....
Fruits - Graph All The Things
Fruits - Graph All The Things, a math blog by Martin Loncaric
An OpenAI model has disproved a central conjecture in discrete geometry
An OpenAI model solved the 80-year-old unit distance problem, disproving a major conjecture in discrete geometry and marking a milestone in AI-driven mathematics.
An LLM's Perspective: What It's Actually Like to Receive These Instructions | Notion
graph TB subgraph
The Cost of Representing Higher-Order Dynamics on Graphs: A Theoretical Framework
Can graphs represent the dynamics of higher-order (multi-body) interactions, or are hypergraphs necessary? We decompose network dynamics into three components: the combinatorial structure (graph or hypergraph), per-edge coupling functions, and per-node aggregation functions. Within this framework, we prove that graphs can always reproduce the trajectories of any hypergraph dynamics by absorbing the coupling logic into the aggregation. This generalizes a recent result by Peixoto et al., who showed the same under the assumption of flat dynamics. However, the graph representation pays a price in parsimony: when the coupling and aggregation functions are polynomials of degree at most D, the graph aggregation requires Θ(k^D/D!) parameters relative to the hypergraph alternative, where k is the interaction size. Without symmetry, the comparison can reverse. The framework also clarifies two other recent contributions by Moutuou and by Lacasa, and identifies overlooked modeling degrees of freedom including partial interaction symmetries and the role of non-additive aggregation.
How NASA is Using Graph Technology and LLMs to Build a People Knowledge Graph
Missed NASA’s People Graph webinar? Catch the recap and see how graph technology and AI are shaping the future of workforce intelligence.
