Tootfinder

Freedom is not a gift to be given or granted; freedom is something we seize through collective struggle and direct action.
#Anarchy #Freedom #CollectiveStruggle

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation
Hongjun Wu, Heng Zhang, Pengsong Zhang, Jin Wang, Cong Wang
https://arxiv.org/abs/2506.08296

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation
Recent advances in multimodal vision-language-action (VLA) models have revolutionized traditional robot learning, enabling systems to interpret vision, language, and action in unified frameworks for complex task planning. However, mastering complex manipulation tasks remains an open challenge, constrained by limitations in persistent contextual memory, multi-agent coordination under uncertainty, and dynamic long-horizon planning across variable sequences. To address this challenge, we propose \…

Educational Intervention Re-Wires Social Interactions in Isolated Village Networks
Marios Papamichalis, Laura Forastiere, Edoardo M. Airoldi, Nicholas A. Christakis
https://arxiv.org/abs/2506.10496

Educational Intervention Re-Wires Social Interactions in Isolated Village Networks
Social networks shape behavior, disseminate information, and undergird collective action within communities. Consequently, they can be very valuable in the design of effective interventions to improve community well-being. But any exogenous intervention in networked groups, including ones that just involve the provision of information, can also possibly modify the underlying network structure itself, and some interventions are indeed designed to do so. While social networks obey certain fundame…

We in Game Workers Unite Ireland stand in solidarity with Animation Workers of Ireland, and the international trade union coalition happening to organise against the threat of AI in the animation industry, and we support their call to acton.
Join them Thursday 12 June at 14:00 at the Pâquier in Annecy!!
#Animation

This https://arxiv.org/abs/2407.19353 has been replaced.
initial toot: https://mastoxiv.page/@arX…

A spring-block theory of feature learning in deep neural networks
Feature-learning deep nets progressively collapse data to a regular low-dimensional geometry. How this emerges from the collective action of nonlinearity, noise, learning rate, and other factors, has eluded first-principles theories built from microscopic neuronal dynamics. We exhibit a noise-nonlinearity phase diagram that identifies regimes where shallow or deep layers learn more effectively and propose a macroscopic mechanical theory that reproduces the diagram and links feature learning acr…

"In Boston, between 1709 and 1713, townspeople protested vigorously and then took extralegal action when Andrew Belcher, a wealthy merchant, refused to stop exporting grain during a bread shortage in the city...he chose to export grain to the Caribbean, at a handsome profit, rather than sell it for a smaller profit to hungry townspeople, his ships were attacked and his warehouses emptied by an angry crowd...Bostonians of meagre means learned that through concerted action, the powerless could become powerful, if only for the moment. Wealthy merchants who would not listen to pleas from the community could be forced through collective action to subordinate profits to the public need."
- Gary B. Nash, "Social Change and the Growth of Prerevolutionary Urban Radicalism" in The American Revolution (ed. Alfred F. Young, Northern Illinois University Press, 1976), pg. 11
#history #politics #america #quote