#NewPaper out: Twenty-five years of Neobiota: building a community for invasion science in Europe and beyond by Ingo Kowarik and many great colleagues @TheresaHenke

#alienspecies #biologicalinvasions #neobiota

https://neobiota.pensoft.net/article/173229/

Twenty-five years of Neobiota: building a community for invasion science in Europe and beyond

While the influential role of scientific associations in shaping research fields is well recognized, their impact within the domain of invasion science remains underexplored. This review combines qualitative narrative with quantitative metrics to trace the development of Neobiota, the first European non-profit and non-governmental scientific association dedicated to the study of biological invasions. Since its foundation in 1999, the Neobiota network has aimed to foster scientific exchange and collaboration, advance and integrate research across all dimensions of invasion science, and disseminate findings to support evidence-based policies. Evolving rapidly from a German working group into Europe’s leading network for invasion science, Neobiota has united researchers and practitioners across disciplines, taxa, and national boundaries. In contrast to many other associations, Neobiota operates with a low-threshold, non-bureaucratic governance model, promoting inclusivity and cross-border engagement. We document how its biennial conferences—hosted in 12 European countries between 2000 and 2024—have supported thematic diversity (ranging from molecular biology to socio-economy), increasing international participation (9–47 countries globally), and active policy outreach. Thematically, the focus of research presented at conferences has shifted over time from ecological patterns and species inventories to environmental impacts, predictive modeling, management strategies, and socio-political dimensions of invasions. Trends in equity reveal progress toward gender parity among keynote speakers and session chairs. Neobiota has also supported the dissemination of knowledge through two publication platforms: the Neobiota series (2000–2008) and the open-access, peer-reviewed journal NeoBiota launched in 2011. This journal currently operates under an Editorial Board with 75 subject editors and a team of five Co-Editors-in-Chief. We conclude that over the past 25 years, Neobiota has been instrumental in building a cohesive and inclusive scientific community globally, advancing and disseminating interdisciplinary research on biological invasions, and informing policy, particularly in support of legal frameworks to prevent and mitigate the negative impacts of non-native species.

NeoBiota

I came across this excellent paper on the philosophical underpinnings of Machine Learning (as a discipline). It's well worth a read.

http://arxiv.org/abs/2604.06754

The summary (from the paper) is:

Machine learning is a style of reasoning, and is as rhetorical as any other. It

• Takes data as fact (not a core object of enquiry)
• Presumes the data is “random” (as an omnibus sanitisation protocol)
• Purports to learn representations of the world (from the “intrinsic structure of data”)
• Presumes that knowing the world suffices to control it
• Takes categories as features of the world (to avoid grappling with the hard choice)
• Avoids grappling with the tension between the individual and the aggregate
• Confuses and conflates data and information
• Valorises method above all
• Judges methods solely via canned “benchmarks”
• Makes black boxes, without providing the associated data-sheets.
• Construes its products as fully autonomous, when it is mere partial delegation.

It has honed its style of reasoning so that the style is invisible. It has thus successfully turned itself into a self-perpetuating thought-style — in other words, a “discipline”.

#ML #MachineLearning #AI #ArtificialIntelligence #assumptions #philosophy #rhetoric #NewPaper

The Rhetoric of Machine Learning

I examine the technology of machine learning from the perspective of rhetoric, which is simply the art of persuasion. Rather than being a neutral and "objective" way to build "world models" from data, machine learning is (I argue) inherently rhetorical. I explore some of its rhetorical features, and examine one pervasive business model where machine learning is widely used, "manipulation as a service."

arXiv.org

Thrilled to finally share the paper @deepseek and I cooked up: a formal framework where the Special Orthogonal Group of Existentialism determines whether you’re ↑ or ↓.

Yes, there’s a Dasein Potential. Yes, the math checks out. 😎

👉 https://www.johnmackay.net/grand-unified-theory-contextual-orientation.htm

#AcademicHumor #NewPaper #HermeneuticMechanics #Philosophy

New paper out:
Daniel Kissling, Henrique Pereira and many nice colleagues: Building the backbone for Europe’s biodiversity monitoring.

https://www.nature.com/articles/s44358-026-00140-6

#biodiversity #monitoring #Europe #newpaper #newpublication
#xp

Building the backbone for Europe’s biodiversity monitoring - Nature Reviews Biodiversity

Understanding biodiversity loss and achieving global commitments requires effective biodiversity monitoring. This Roadmap outlines the necessary steps to achieve a transnational European Biodiversity Observation Network built around Essential Biodiversity Variables, combining targeted sensing methods, spatial design, data sharing, data integration and modelling workflows, and coordinated governance to deliver policy-ready insights.

Nature

Anyone interested in ocean skin temperatures derived from microwave imagers? #NewPaper

This is the last in the series where we look at the uncoupled system - it's all or nothing from here on!

https://rmets.onlinelibrary.wiley.com/doi/10.1002/qj.70087

#NewPaper by Jonathan Lee:
Lok, C., Lee, J. H. N., Matthews, S., & Yip, V. Responses to Cantonese A-not-A questions by Cantonese-English bilingual children. International Journal of Bilingualism. (Online first) https://doi.org/10.1177/13670069251405684

New publication in #EcologicalModelling! Benedikt Hartweg & his colleagues simulated tropical forests in #Brazil under disturbance scenarios and fitted allometries at different spatial scales. Super helpful insights for the new #BIOMASS mission by @esa

🔗 Learn more on our blog: https://www.geo.lmu.de/geographie/en/latest-news/news-overview/news/new-publication-in-ecological-modelling.html

#science #research #newpaper #ecologicalmodelling #forest #geography #remotesensing

Nghiên cứu mới chỉ ra tự chủ AI thực sự không phải là mô hình lớn hơn, mà dựa trên 4 trụ cột nhận thức: Nhận thức, Lý luận, Trí nhớ và Hành động. Một khung làm việc thú vị cho các tác nhân AI tự động.

#AI #TựChủAI #NhậnThức #NghiênCứuMới #AutonomousAgents #Cognition #NewPaper

https://www.reddit.com/r/LocalLLaMA/comments/1pfk8aw/new_paper_true_ai_autonomy_isnt_about_bigger/

I would love if anyone would look at my independent research dossier, available free on Substack. I would be thrilled to receive any constructive critique or feedback that anyone has: https://open.substack.com/pub/josephcornett/p/humanai-co-authorship-as-prompt-logic?r=48ca26&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false

#ai #NewPaper #RL #GenAI #llm #JobHunt #ethics #Toottoot

Human–AI Co-Authorship as Prompt-Logic Experimentation

Independent Research Dossier

Authoring Sentience