Tootfinder

User:ForestHag has created a Wikipedia article for "New Hampshire Education Freedom Accounts" (or our "EFA" program for short); I encourage any Wikipedians who follow me (and who are free of conflicts of interest) to check the article for neutrality, comprehensiveness, and verifiability:
#NHPolitics #NHEducation

Kimi Onoda, Japan's new Minister of State for Economic Security, is a 43 year old half-Irish ex-game industry PR femcel with an extensive history of defending her exclusive attraction to anime boys on twitter

Optimal Control of a Bioeconomic Crop-Energy System with Energy Reinvestment
Othman Cherkaoui Dekkaki
https://arxiv.org/abs/2510.11381 https://arxiv.org/pd…

Optimal Control of a Bioeconomic Crop-Energy System with Energy Reinvestment
We develop an optimal control model for allocating agricultural crop residues between bioenergy production and soil fertility restoration. The system captures a novel circular feedback: a fraction of cumulative energy output is reinvested into soil productivity, linking energy use with ecological regeneration. The dynamics are governed by a nonlinear three-state system describing soil fertility, residue biomass, and accumulated energy, with a single control representing the proportion of biomas…

Collaborative Shadows: Distributed Backdoor Attacks in LLM-Based Multi-Agent Systems
Pengyu Zhu, Lijun Li, Yaxing Lyu, Li Sun, Sen Su, Jing Shao
https://arxiv.org/abs/2510.11246

Collaborative Shadows: Distributed Backdoor Attacks in LLM-Based Multi-Agent Systems
LLM-based multi-agent systems (MAS) demonstrate increasing integration into next-generation applications, but their safety in backdoor attacks remains largely underexplored. However, existing research has focused exclusively on single-agent backdoor attacks, overlooking the novel attack surfaces introduced by agent collaboration in MAS. To bridge this gap, we present the first Distributed Backdoor Attack tailored to MAS. We decompose the backdoor into multiple distributed attack primitives that…

☕ Sociology, meet ecology: How the variability of coffee harvests can teach us about sustainable farming
https://phys.org/news/2025-11-sociology-ecology-variability-coffee-harvests.html

Sociology, meet ecology: How the variability of coffee harvests can teach us about sustainable farming
The rootstock of a coffee plant can live for 20 to 30 years. In that time, a generation, it will have good years and bad years, years where it bears large quantities of fruit and years where it fails to produce as expected.

The Lotka-Volterra Predator-Prey Model with Disturbance
Arhonefe Joseph Ogethakpo, Sunday Amaju Ojobor
https://arxiv.org/abs/2510.09628 https://arxiv.org/p…

The Lotka-Volterra Predator-Prey Model with Disturbance
The forces which drive growth, development, survival and change within an ecological system involving a predator and prey specie are not easily addressed in the field. To better understand the dynamics in the system, ecologists have turned to mathematical models. The predator-prey dynamics of rat and cat population in a given ecology is studied. The mathematical model proposed by Alfred J. Lotka and Vito Volterra called the Lotka-Volterra model for studying predator-prey dynamics is utilized. A…

Guardian Exclusive
Drax still burning 250-year-old trees sourced from forests in Canada, experts say
Exclusive: report by Stand.earth says subsidiary of power plant received truckloads of whole logs at biomass pellet sites
Jillian Ambrose
Sun 9 Nov 2025 08.00 GMT

Drax power plant has continued to burn 250-year-old trees sourced from some of Canada’s oldest forests despite growing scrutiny of its sustainability claims

We've updated the What Uses More app to reflect last week's finding by Luccioni and Gamazaychikov that "reasoning" mode increases energy and water usage by 30x. The study casts doubt on the improved efficiency AI companies are claiming for newer models
https://www.

14 guinea pigs available for adoption from my local SPCA: https://www.facebook.com/share/p/1WRwRzGj96/