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Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models
Ziliang Qiu, Renfen Hu
https://arxiv.org/abs/2510.12110 https://

Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models
The evaluation of LLMs' creativity represents a crucial research domain, though challenges such as data contamination and costly human assessments often impede progress. Drawing inspiration from human creativity assessment, we propose PACE, asking LLMs to generate Parallel Association Chains to Evaluate their creativity. PACE minimizes the risk of data contamination and offers a straightforward, highly efficient evaluation, as evidenced by its strong correlation with Chatbot Arena Creative Writ…

🔐 GÉANT is now ISO 27001 certified!
This achievement shows that our information security practices meet the highest international standards—supporting secure collaboration and compliance across Europe’s Research & Education community.
👏 A big thank you to everyone involved in this effort—and to our GÉANT community, who rely on trust and security to collaborate cross-border, every day.
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Restaurant owner defies Ron DeSantis' rainbow crosswalk crackdown with a creative idea - LGBTQ Nation
https://www.lgbtqnation.com/2025/09/restaurant-owner-defies-ron-desantis-rainbow-crosswalk-crackdown-with-a-creative-idea/

Certifying and learning quantum Ising Hamiltonians
Andreas Bluhm, Matthias C. Caro, Francisco Escudero Guti\'errez, Aadil Oufkir, Cambyse Rouz\'e
https://arxiv.org/abs/2509.10239

Certifying and learning quantum Ising Hamiltonians
In this work, we study the problems of certifying and learning quantum Ising Hamiltonians. Our main contributions are as follows: Certification of Ising Hamiltonians. We show that certifying an Ising Hamiltonian in normalized Frobenius norm via access to its time-evolution operator requires only $\widetilde O(1/\varepsilon)$ time evolution. This matches the Heisenberg-scaling lower bound of $Ω(1/\varepsilon)$ up to logarithmic factors. To our knowledge, this is the first nearly-optimal algor…

YouTube's creative ecosystem added over €7B to the EU's GDP in 2024 and supported 200K full-time equivalent jobs, according to advising firm Oxford Economics (David Wheeldon/YouTube Official Blog)
https://blog.youtube/inside-youtube/2025-youtube-europe-impact-…

New report explores YouTube's growing impact in Europe
YouTube’s creative ecosystem added over €7B to the EU’s GDP in 2024, while supporting over 200,000 jobs.