Whether stigmatizing input language biases large language model (LLM) triage prioritization against acutely ill patients is unknown. In a controlled, outcome-grounded experiment at two academic emergency departments, Emergency Severity Index-matched pairs (one deteriorating within 6 h, one not) were evaluated by three...
Philip Jarrett, Peter Yun, Emmanuel Ohuabunwa et al.· npj Digital Medicine· 0 citations
This artifact accompanies the paper “Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache,” accepted at the 2027 IEEE Symposium on Security and Privacy.
Ye Yu, Yifan Zhou, Yi Chen et al.· Zenodo (CERN European Organi...· 0 citations
Large language models write code fluently, yet the programs they produce carry defect rates that ordinary functional evaluation seldom exposes, and detection systems that could catch these faults act too late to shape the generation that created them. This paper argues that generation and detection should be optimize...
Large language model (LLM) agents are typically optimized to achieve given objectives, but real-world objectives are often incomplete, ambiguous, or misaligned with underlying needs. This paper proposes a structured architecture for meta-objective reframing—the process of critically examining and reorganizing objective...
Masanao Ishikawa· Zenodo (CERN European Organi...· 0 citations
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INT-MMSL-01 is an exploratory experimental protocol developed within the Interstizio Framework to investigate and document computational representations in a locally executed large language model. Phase 1 uses Mistral-7B-Instruct-v0.3 and a preregistered minimal-contrast design. Hidden-state vectors (4096 dimensions) w...
Maria Alvuela Franco· Zenodo (CERN European Organi...· 0 citations
Context: Prompt repetition, the verbatim duplication of an input transforming into , has been shown to improve accuracy for non-reasoning large language models on retrieval and multiple-choice benchmarks [Leviathan et al., 2025]. Objective: We ask whether applying this analogous pattern to fixed delegate instructions p...
Hugues Clouatre· Zenodo (CERN European Organi...· 0 citations
INT-MMSL-01 is an exploratory experimental protocol developed within the Interstizio Framework to investigate and document computational representations in a locally executed large language model. Phase 1 uses Mistral-7B-Instruct-v0.3 and a preregistered minimal-contrast design. Hidden-state vectors (4096 dimensions) w...
Maria Alvuela Franco· Zenodo (CERN European Organi...· 0 citations
Detecting text synthesized by frontier large language models (LLMs) remains a critical requirement for academic integrity, digital forensics, and media authenticity. Existing zero-shot detectors exhibit severe real-world failure modes: token-curvature methods (DetectGPT, Fast-DetectGPT) require inaccessible white-box m...
Debdip Bandyopadhyay· Zenodo (CERN European Organi...· 0 citations
Dataset. The verified reference database and calculation script behind the narrative review Bioelectrical Parameters of Living Systems (Rohera, 2026). Three manuscripts by the same author draw on this database: the narrative review named above (concept DOI 10.5281/zenodo.22829923), a companion review of the electrical...
Hemant K. Rohera· Zenodo (CERN European Organi...· 0 citations
Change in v1.2.3 (19 September 2026). The Availability-of-data statement is corrected, and nothing else is. It said the deposited database contains 175 records, and it quoted a version DOI alongside the concept DOI. Both had gone stale: the database now holds 210 records, and the version DOI quoted — 10.5281/zenodo.228...
Hemant K. Rohera· Zenodo (CERN European Organi...· 0 citations
This chapter explores the profound and rapidly evolving intersection of plant epigenetics and artificial intelligence (AI). We embark on a chronological journey, tracing the evolution from classical bioinformatics to the transformative impact of deep learning (DL) and large language models (LLMs) in deciphering the int...
H S Sowmya, N. U. Vinod· AI-Driven Plant Biotechnolog...· 0 citations
Dataset. The verified reference database and calculation script behind the narrative review Bioelectrical Parameters of Living Systems (Rohera, 2026). Three manuscripts by the same author draw on this database: the narrative review named above (concept DOI 10.5281/zenodo.22829923), a companion review of the electrical...
Hemant K. Rohera· Zenodo (CERN European Organi...· 0 citations
