Yep. This is exactly how I imagined division by 3 to look in Assembly.

The 3 hardest things to learn as a scientist: 1. Trust the data.. especially when it’s not what you expected, 2. Trust the data.. allowing it to change your direction, 3. Trust the data.. but not too much: test with new data at every turn.

Lizards #artbots #escher

Strategy evolution on temporal hypergraphs pnas.org/doi/abs/10.107…

Scaling laws for function diversity and specialization across socioeconomic and biological complex systems pnas.org/doi/abs/10.107…

Chaos: Controlling extreme events in neuronal networks: A single driving signal approach pubs.aip.org/aip/cha/articl…

Chaos: Reservoir computing in simulated neuronal cultures: Effect of network structure pubs.aip.org/aip/cha/articl…

Reached the stage of parallel agent psychosis where I've lost a whole feature - I know I had it yesterday, but I can't seem to find the branch or worktree or cloud instance or checkout with it in

"Position: Why a Dynamical Systems Perspective is Needed to Advance Time Series Modeling" (by Daniel Durstewitz, Christoph Jürgen Hemmer, Florian Hess, Charlotte Ricarda Doll, Lukas Eisenmann): arxiv.org/abs/2602.16864

Circle Limit I #artbots #escher

Experimentally assessing entropy production in nanosystems is challenging. Now, the dissipation is visualized in a time-dependently driven non-Markovian quantum-dot blinking process in real time. nature.com/articles/s4156…

New book from the SFI Press: The Economy as an Evolving Complex System IV. Every chapter is available for download as a free PDF.

Elegant historical survey of the four-color map theorem, by Robin Wilson ams.org/journals/notic…

Lol

More seriously, I think it would be very valuable for METR to update this figure, which was buried in the final appendix of their initial Long Tasks paper.

Our chapter on the ecology of software is now out in The Economy as an Evolving Complex System IV (SFI Press). Blai Vidiella Salva Duran-Nebreda We explore software ecosystems through a complex-systems lens—evolution, niches, and co-adaptation. More here: x.com/svalver/status…

Fun bonus tip: regular Claude chat (not Claude Code) has the ability to clone repos from GitHub these days, which means you can ask it to checkout ANY public repo and answer questions about it or even use it as a starting point for an artifact!

Writing code is increasing entropy. Deleting code is decreasing. Talk to me about AGI when AI learns to simplify apps and remove code without changing functionality.

Harmony #artbots #varo