Tootfinder

Balancing Innovation and Oversight: Regulatory Sandboxes as a Tool for AI Governance
https://fpf.org/blog/balancing-innovation-and-oversight-regulatory-sandboxes-as-a-tool-for-ai-governance/
@…

"In all my discussions with scientists across every sector, exactly zero think the journal system works well."
https://asterainstitute.substack.com/p/scientific-publishing-enough-is-enough

Scientific Publishing: Enough is Enough
Why we're no longer funding journal publications

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
Zhijian Xu, Yilun Zhao, Manasi Patwardhan, Lovekesh Vig, Arman Cohan
https://arxiv.org/abs/2507.02694

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
Peer review is fundamental to scientific research, but the growing volume of publications has intensified the challenges of this expertise-intensive process. While LLMs show promise in various scientific tasks, their potential to assist with peer review, particularly in identifying paper limitations, remains understudied. We first present a comprehensive taxonomy of limitation types in scientific research, with a focus on AI. Guided by this taxonomy, for studying limitations, we present LimitGe…

Eau potable : des scientifiques pointent le manque de rigueur de la Wallonie face aux résidus de pesticides.
#Wallonie #santé #pesticides

netscience: Scientific collaborations in network science (2006)
A coauthorship network among scientists working on network science, from 2006. This network is a one-mode projection from the bipartite graph of authors and their scientific publications.
This network has 1589 nodes and 2742 edges.
Tags: Social, Collaboration, Weighted, Projection

Measuring Scientific Capabilities of Language Models with a Systems Biology Dry Lab
Haonan Duan, Stephen Zhewen Lu, Caitlin Fiona Harrigan, Nishkrit Desai, Jiarui Lu, Micha{\l} Koziarski, Leonardo Cotta, Chris J. Maddison
https://arxiv.org/abs/2507.02083

Measuring Scientific Capabilities of Language Models with a Systems Biology Dry Lab
Designing experiments and result interpretations are core scientific competencies, particularly in biology, where researchers perturb complex systems to uncover the underlying systems. Recent efforts to evaluate the scientific capabilities of large language models (LLMs) fail to test these competencies because wet-lab experimentation is prohibitively expensive: in expertise, time and equipment. We introduce SciGym, a first-in-class benchmark that assesses LLMs' iterative experiment design and a…

Who remembers soundfonts lol? Here are some old game soundfonts for you:
https://www.dropbox.com/scl/fo/iqglozgocu48975bi9nq0/AKTT1w0-EwuNFwC4NuIGEuA?rlkey=6tv30vbhkbgk8i38dxen80b55&st=gi739yln&dl=0…

Structure Fire
1200 Silvestre Road
in Hope Ranch,
#SantaBarbara

The lighthouse at St Mary's Island, near Whitley Bay.
#SundayPixCoast #SundayPix

netscience: Scientific collaborations in network science (2006)
A coauthorship network among scientists working on network science, from 2006. This network is a one-mode projection from the bipartite graph of authors and their scientific publications.
This network has 1589 nodes and 2742 edges.
Tags: Social, Collaboration, Weighted, Projection