The current Some More News episode on "Toxic Nostalgia" and how it leads to fascism is a very good summary. It only slightly points at "generative AI" (which of course is very much connected to it) but it really illustrates the structures at play.
https://www.youtube.com/watch?v=qEddowzqOQE
LMC : Large-scale mapping of [CII] and [OIII] in the LMC molecular ridge, I. Dataset and line ratio analyses
C. Fischer, S. C. Madden, A. Krabbe, F. L. Polles, D. Fadda, E. Tarantino, F. Galliano, C. -H. R. Chen, N. Abel, A. Beck, L. Belloir, F. Bigiel, A. Bolatto, M. Chevance, S. Colditz, N. Fischer, A. Green, A. Hughes, R. Indebetouw, C. Iserlohe, M. Ka\'zmierczak-Barthel, R. Klein, A. Lambert-Huyghe, V. Lebouteiller, E. Mikheeva, A. Poglitsch, L. Ramambason, W. Reach, M. Rubio, …
Optimal rate-variance coding due to firing threshold adaptation near criticality
Mauricio Girardi-Schappo, Leonard Maler, Andr\'e Longtin
https://arxiv.org/abs/2509.04106 ht…
One-DoF Robotic Design of Overconstrained Limbs with Energy-Efficient, Self-Collision-Free Motion
Yuping Gu, Bangchao Huang, Haoran Sun, Ronghan Xu, Jiayi Yin, Wei Zhang, Fang Wan, Jia Pan, Chaoyang Song
https://arxiv.org/abs/2509.22002

One-DoF Robotic Design of Overconstrained Limbs with Energy-Efficient, Self-Collision-Free Motion
While it is expected to build robotic limbs with multiple degrees of freedom (DoF) inspired by nature, a single DoF design remains fundamental, providing benefits that include, but are not limited to, simplicity, robustness, cost-effectiveness, and efficiency. Mechanisms, especially those with multiple links and revolute joints connected in closed loops, play an enabling factor in introducing motion diversity for 1-DoF systems, which are usually constrained by self-collision during a full-cycle…