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Bibliographic Details
Main Author:	Lavi, Liat
Format:	Preprint
Published:	2025
Subjects:	Computers and Society Artificial Intelligence
Online Access:	https://arxiv.org/abs/2504.01039
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PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing
by: Yu, Xiaoshan, et al.
Published: (2025)

Human or AI? Comparing Design Thinking Assessments by Teaching Assistants and Bots
by: Khan, Sumbul, et al.
Published: (2025)

What is a Social Media Bot? A Global Comparison of Bot and Human Characteristics
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models
by: Wang, Lei, et al.
Published: (2025)

LLM-Based Bot Broadens the Range of Arguments in Online Discussions, Even When Transparently Disclosed as AI
by: Vuk, Valeria, et al.
Published: (2025)

Sleeper Social Bots: a new generation of AI disinformation bots are already a political threat
by: Doshi, Jaiv, et al.
Published: (2024)

AI Sustainability in Practice Part One: Foundations for Sustainable AI Projects
by: Leslie, David, et al.
Published: (2024)

"Bespoke Bots": Diverse Instructor Needs for Customizing Generative AI Classroom Chatbots
by: Hou, Irene, et al.
Published: (2026)

One Bad NOFO? AI Governance in Federal Grantmaking
by: Bateyko, Dan, et al.
Published: (2025)

Lightweight Prompt Engineering for Cognitive Alignment in Educational AI: A OneClickQuiz Case Study
by: Yaacoub, Antoun, et al.
Published: (2025)

Demystifying Misconceptions in Social Bots Research
by: Cresci, Stefano, et al.
Published: (2023)

A Proposal for Evaluating the Operational Risk for ChatBots based on Large Language Models
by: Pinacho-Davidson, Pedro, et al.
Published: (2025)

"I Am the One and Only, Your Cyber BFF": Understanding the Impact of GenAI Requires Understanding the Impact of Anthropomorphic AI
by: Cheng, Myra, et al.
Published: (2024)

The Generative Reasonable Person
by: Arbel, Yonathan A.
Published: (2025)

The AI Double Standard: Humans Judge All AIs for the Actions of One
by: Manoli, Aikaterina, et al.
Published: (2024)

Effective Yet Ephemeral Propaganda Defense: There Needs to Be More than One-Shot Inoculation to Enhance Critical Thinking
by: Hoferer, Nicolas, et al.
Published: (2025)

The Reasonable Person Standard for AI
by: Rane, Sunayana
Published: (2024)

Speaking to No One: Ontological Dissonance and the Double Bind of Conversational AI
by: Brosnahan, Hugh, et al.
Published: (2026)

Beyond One-Way Influence: Bidirectional Opinion Dynamics in Multi-Turn Human-LLM Interactions
by: Jiang, Yuyang, et al.
Published: (2025)

LLM-Driven Personalized Answer Generation and Evaluation
by: Molavi, Mohammadreza, et al.
Published: (2025)

GPT-4's One-Dimensional Mapping of Morality: How the Accuracy of Country-Estimates Depends on Moral Domain
by: Strimling, Pontus, et al.
Published: (2024)

Many LLMs Are More Utilitarian Than One
by: Keshmirian, Anita, et al.
Published: (2025)

First-Person Fairness in Chatbots
by: Eloundou, Tyna, et al.
Published: (2024)

Designing AI-Agents with Personalities: A Psychometric Approach
by: Huang, Muhua, et al.
Published: (2024)

ChestyBot: Detecting and Disrupting Chinese Communist Party Influence Stratagems
by: Stoffolano, Matthew, et al.
Published: (2025)

Personalized AI Practice Replicates Learning Rate Regularity at Scale
by: Beauchesne, Jocelyn, et al.
Published: (2026)

AI-driven Personalized Privacy Assistants: a Systematic Literature Review
by: Morel, Victor, et al.
Published: (2025)

Large Language Models Enable Design of Personalized Nudges across Cultures
by: Maksimenko, Vladimir, et al.
Published: (2025)

Modeling Earth-Scale Human-Like Societies with One Billion Agents
by: Guan, Haoxiang, et al.
Published: (2025)

DeepTutor: Towards Agentic Personalized Tutoring
by: Zhao, Bingxi, et al.
Published: (2026)

AI-Based Reconstruction from Inherited Personal Data: Analysis, Feasibility, and Prospects
by: Zilberman, Mark
Published: (2025)

Understanding University Students' Use of Generative AI: The Roles of Demographics and Personality Traits
by: Deng, Newnew, et al.
Published: (2025)

Mathematics Teachers Interactions with a Multi-Agent System for Personalized Problem Generation
by: Walkington, Candace, et al.
Published: (2026)

Deep Knowledge Tracing for Personalized Adaptive Learning at Historically Black Colleges and Universities
by: Kuo, Ming-Mu, et al.
Published: (2024)

One Step at a Time: Combining LLMs and Static Analysis to Generate Next-Step Hints for Programming Tasks
by: Birillo, Anastasiia, et al.
Published: (2024)

One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification
by: Kobayashi, Kenji, et al.
Published: (2020)

Personalized Knowledge Transfer Through Generative AI: Contextualizing Learning to Individual Career Goals
by: Mehlan, Ronja, et al.
Published: (2025)

Harnessing the Computing Continuum across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0
by: Baghdadi, Fatemeh, et al.
Published: (2024)

AI-Generated Letters from the Future: A Randomized Test of Personalized Climate Communication
by: Powdthavee, Nattavudh, et al.
Published: (2026)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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