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Why birds ignore Newton: New theory could sharpen models of flocks, crowds and cells
Birds in flocks, bacteria and cells: In many collective systems, individual elements respond to only part of their surroundings, seemingly defying Newton’s third law of motion—action equals reaction. These exceptions are known as nonreciprocal interactions. A Dresden physics team working with Roderich Moessner, a founding member of the Würzburg–Dresden Cluster of Excellence ctd.qmat, has now developed a theory that makes it possible to describe these interactions efficiently and simulate them far more precisely.
AI Misbehavior Is No Longer Confined to the Lab
Further Reading.
Thumbail original image used credit: Adobe Stock Image.
Graph from: Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence.
Shutdown resistance in reasoning models.
https://palisaderesearch.org/blog/shu…
Natural emergent misalignment from reward hacking in production RL
https://arxiv.org/html/2511.18397v1
Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence.
https://arxiv.org/abs/2604.
[CRITICAL Security Issue/Bug] Plan mode restrictions bypassed when spawning sub-agents #6527
https://github.com/anomalyco/opencode…
#explained.
#science #artificialintelligence #tech #misalignment
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Timestamps:
00:00 — Why Superconductors?
10:10 — The Breakthrough.
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How Do You Align An AI Mind With A Human Brain?
Further Reading.
Images used in Thumbail credit: MEG Image: https://www.researchgate.net/publicat…
Brain v AI picture: Great Learning.
Papers used in video and related topics:
Language models align with brain regions that represent concepts across modalities.
https://arxiv.org/abs/2508.11536v1
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities.
The Technology That Will Change Humans Forever
For extra nuances and all the references, please see the newsletter: https://staycuriousmetabolism.substack.com/p/can-we-become-l…a?r=40ekz2… StayCurious Human Enhancement Series.
The StayCurious Human Enhancement Series.
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Chapters.
0:00 — Superhuman Biology Is Already Starting.
2:40 — Beyond GLP-1: Fat Loss Without Muscle Loss.
7:28 — Gene Editing, CRISPR, and the Future of Disease Cure.
14:57 — Cellular Reprogramming and Biological Age Reset.
18:49 — MicroRNAs, Mitochondria, and What Comes Next.
Video Description.
