generative ai

The pitfalls of AI detection in academic writing: bias, false positives, and the need for inclusive assessment

The paper distinguishes genuine false positives from definitional boundary cases involving AI-assisted translation and polishing, engages the counter-argument that AI-polished prose may itself flatten linguistic diversity in academic English, and proposes a concrete process-oriented assessment model based on declared s...

User experiences and community responses to generative artificial intelligence health advice on reddit: topic modeling and content analysis study

Generative artificial intelligence (AI) chatbots are increasingly used for everyday health information seeking, yet little is known about how users interpret AI-generated health advice outside clinical encounters or how online communities respond when that advice is shared. This study examined how Reddit users describe...

Toward AI Virtual Cells for Hepatology: Representation, Generation, Dynamics, and Intervention in Single-Cell Models.

``Single-cell and spatial atlases describe the healthy and diseased liver at high resolution, including lobular hepatocyte zonation, fibrotic macrophage-stellate niches, cholangiocyte reactions, immune remodeling, and hepatocellular carcinoma ecosystems. These maps show where cell states occur but do not, by themselves...

Building a GTFS-Flex Feed from Published Stop Coordinates: Demand Responsive Transport in Yatomi City, Aichi, Japan

Yatomi City (Aichi Prefecture, Japan) operates a demand-responsive transport service, Choisoko Yatomi, for which no GTFS feed is published. This record contains a GTFS-Flex feed for that service built from the city's published materials — its web pages, the service leaflet and its stop-location map — together with the...

Data and Audit Materials for: Seeing Is Not Verifying: An Empirical Audit of Provenance Disclosure, Prompt Mechanics, and Epistemic Framing in Viral Generative-Image Nostalgia

This dataset and audit-materials repository supports the study “Seeing Is Not Verifying: An Empirical Audit of Provenance Disclosure, Prompt Mechanics, and Epistemic Framing in Viral Generative-Image Nostalgia.” The study examines publicly accessible generative-image records associated with the viral 1980s-style photo...

The Knowledge Layer: A Reference Architecture for Delegated AI Action in Regulated Institutions

AI capability is no longer the constraint on enterprise deployment. Admissibility is. The sense is operational and not evidentiary: whether, before the act, an institution may rely on a given basis for the action it is about to take, and answer for it afterwards. Where the consequence of an action is low and a human st...

Jehang-jaerip-ron [EO-IRE]: A Bio-Strategic Theory of the Behavioral Patterns and Future Trajectories of State and Corporate Entities

Also available on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6169986 Abstract / Description (Refined) This paper introduces Jehang-jaerip-ron [EO-IRE], a novel theoretical framework designed to analyze the survival, growth, and interactions of complex human organizations, such as states and corporations....

ImaGGen: Zero-Shot Generation of Co-Speech Semantic Gestures Grounded in Language and Image Input

Human communication combines speech with expressive nonverbal cues such as hand gestures that serve manifold communicative functions. Yet, current generative AI-based gesture generation approaches are, for the most part, restricted to simple, repetitive beat gestures that accompany the rhythm of speaking but do not con...

Can Generative AI Help Humans Make Better Decisions?: Comparing LLMs' Predictions of Human Irrationality

Implementation Record and Educational Paradigm of Technorhetoric Version 3.0 (Kataoka Method): The First Official Certification Course for AI‑Era Technical English Communication

This technical report documents the implementation record and pedagogical significance of the first official Technorhetoric Version 3.0 (Kataoka Method) certification course, conducted on September 10, 2026. As generative AI and neural machine translation reshape global technical communication workflows, the bottleneck...

Analysis code, results and derived data for: How much of a generative-AI prevalence estimate is the word list? Seven word lists compared on Japanese society journals and on PubMed

Code, result files, derived integer-count tables and figures for a comparison of seven word lists used to estimate generative-AI-assisted writing, applied under identical rules to the English abstracts of 25 Japanese society journals and to PubMed (a random sample of 20,000 abstracts per year, 2010-2025, and the PubMed...

Implementation Record and Educational Paradigm of Technorhetoric Version 3.0 (Kataoka Method): The First Official Certification Course for AI‑Era Technical English Communication

This technical report documents the implementation record and pedagogical significance of the first official Technorhetoric Version 3.0 (Kataoka Method) certification course, conducted on September 10, 2026. As generative AI and neural machine translation reshape global technical communication workflows, the bottleneck...