v0.3 (2026-10-03). Correction. An internal re-analysis of the released per-generation records (github.com/saluca-labs/cct) on 10 August 2026 found that the poisoned-reference results reported in v0.1 and v0.2 do not measure what the paper says they measure. The full re-analysis behind this correction, with the failure...
Cristian Ruvalcaba, Agentic AI Research Team· Zenodo (CERN European Organi...· 0 citations
Supplier delivery instability can disrupt production continuity and increase inventory and coordination pressure. This study proposes a dual-track framework for supplier delivery reliability risk analysis under private, temporally sparse, small-sample enterprise data. A replaceable structured track produces on-time del...
Wei-Kai Yan, Zi-Qi Song, Sen-Yi Liu et al.· Sustainability· 0 citations
Knowledge edits to language models are usually validated after the fact. This paper studies the reverse contract: a closed-form certificate, computed before an edit is applied, of exactly which single-token edits can succeed on a frozen decoder-only language model with an additive gated memory. The certificate reduces...
Marius Dima· Zenodo (CERN European Organi...· 0 citations
Soil ecosystems represent a vast, largely uncharacterised reservoir of microbial diversity. Metagenomic assembly has unlocked access to this resource, and recent advances in long-read sequencing have improved the recovery and quality of microbial genomes from complex samples. While genomic language models have proven h...
Quentin R. V. Ferry, Maurice Frank, Julia Jehn et al.· bioRxiv (Cold Spring Harbor...· 0 citations
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Agentic coding and operations work is usually delegated to a model running an open tool loop: the model decides each next step, re-reads its growing transcript every turn, and stops when it believes it has finished. That arrangement is affordable on a provider with prompt caching, where each turn pays only for new toke...
BACKGROUND AND OBJECTIVES: The climate and ecological crises present an unprecedented global challenge with wide- ranging social, environmental, and psychological implications. Although these crises affect populations worldwide, communities in the Global South, and younger populations are disproportionately impacted. F...
Samridha S.J.B. Rana· University of Edinburgh· 0 citations
Protein language models have become a dominant foundation for sequence-based protein-protein interaction (PPI) prediction, but their generalization remains limited under stringent evaluation, and benchmark accuracy alone cannot reveal whether a PPI predictor learns partner-specific biological signals or exploits contex...
Weimin Zhu, Shengfan Wang, Xiaojian Liu et al.· bioRxiv (Cold Spring Harbor...· 0 citations
A frozen language model can be coupled to a frozen partner model through small trainable latent bridges, with no text at the interface: Furui [5] builds such a system around a physics partner, where the quantity being carried is a number the partner computes. This paper asks whether the same channel can carry a disposi...
Ryoji Furui· Zenodo (CERN European Organi...· 0 citations
With the development of generative artificial intelligence (AIGC), its application in human–AI collaborative design has attracted increasing attention. However, in the process of intangible cultural heritage (ICH) digital revitalisation and cultural product design, systematic research on balancing traditional cultura...
Xin-Bao Xiao, Qing-Xin Liu, Jin-Feng Wang et al.· Humanities and Social Scienc...· 0 citations
This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/23111062. Summary This paper introduces compatibility rescue: adapting a repository that demonstrably worked in its historical environment but fails after runtime/dependency drift (...
Karmendra Pandey· Zenodo (CERN European Organi...· 0 citations
This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/23111062. Summary This paper introduces compatibility rescue: adapting a repository that demonstrably worked in its historical environment but fails after runtime/dependency drift (...
Karmendra Pandey· Zenodo (CERN European Organi...· 0 citations
Some inaccuracies were found, so this version has been closed. I will try to adjust the presentation over the next couple of days. This work presents a formal skeleton of the model developed in the book Process and Observer: The Birth of Dimensions and the Observable Picture of the World. It is not an independent theor...
Sergey Skrynnik· Zenodo (CERN European Organi...· 0 citations
