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Bibliographic Details
Main Author:	Nama, Rohith
Format:	Preprint
Published:	2026
Subjects:	Computers and Society Artificial Intelligence
Online Access:	https://arxiv.org/abs/2605.27396
Tags:	Add Tag No Tags, Be the first to tag this record!

Governing Technical Debt in Agentic AI Systems
by: Hydari, Muhammad Zia, et al.
Published: (2026)

Lessons for GenAI Literacy From a Field Study of Human-GenAI Augmentation in the Workplace
by: Johri, Aditya, et al.
Published: (2025)

Comprehensive AI Literacy: The Case for Centering Human Agency
by: Tadimalla, Sri Yash, et al.
Published: (2025)

Teacher training in the age of AI: Impact on AI Literacy and Teachers' Attitudes
by: Lademann, Julia, et al.
Published: (2025)

The Essentials of AI for Life and Society: An AI Literacy Course for the University Community
by: Biswas, Joydeep, et al.
Published: (2025)

The World of AI: A Novel Approach to AI Literacy for First-year Engineering Students
by: Siddharth, Siddharth, et al.
Published: (2025)

AI Literacy for All: Adjustable Interdisciplinary Socio-technical Curriculum
by: Tadimalla, Sri Yash, et al.
Published: (2024)

AI Literacy for Community Colleges: Instructors' Perspectives on Scenario-Based and Interactive Approaches to Teaching AI
by: Warrier, Aparna Maya, et al.
Published: (2025)

AI Literacy for Legal AI Systems: A practical approach
by: Gultekin-Varkonyi, Gizem
Published: (2025)

AI Literacy in Low-Resource Languages:Insights from creating AI in Yoruba videos
by: Oyewusi, Wuraola
Published: (2024)

AI Literacy Assessment Revisited: A Task-Oriented Approach Aligned with Real-world Occupations
by: Bogart, Christopher, et al.
Published: (2025)

Google, AI Literacy, and the Learning Sciences: Multiple Modes of Research, Industry, and Practice Partnerships
by: Lee, Victor R., et al.
Published: (2026)

How to Assess AI Literacy: Misalignment Between Self-Reported and Objective-Based Measures
by: Zhang, Shan, et al.
Published: (2026)

Rethinking AI Literacy Education in Higher Education: Bridging Risk Perception and Responsible Adoption
by: Yu, Shasha, et al.
Published: (2026)

Beyond Tool Adoption: A Practical Five-Stage Developmental Continuum for AI Literacy in Higher Education
by: Liu, J. Paul, et al.
Published: (2026)

From Understanding to Creation: A Prerequisite-Free AI Literacy Course with Technical Depth Across Majors
by: Shehu, Amarda
Published: (2026)

Science Literacy: Generative AI as Enabler of Coherence in the Teaching, Learning, and Assessment of Scientific Knowledge and Reasoning
by: Zhai, Xiaoming, et al.
Published: (2026)

Tracing GenAI Literacy: Uncovering Student-AI Interaction Patterns in Academic Writing through Epistemic Network Analysis
by: Chen, Angxuan, et al.
Published: (2026)

Oversight Structures for Agentic AI in Public-Sector Organizations
by: Schmitz, Chris, et al.
Published: (2025)

Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderators
by: Pitts, Griffin, et al.
Published: (2026)

Community-Led AI Integration for Wildfire Risk Assessment: A Participatory AI Literacy and Explainability Integration (PALEI) Framework in Los Angeles, CA
by: Hosseini, Sanaz Sadat, et al.
Published: (2026)

Societal AI Research Has Become Less Interdisciplinary
by: Markus, Dror Kris, et al.
Published: (2025)

AI Literacy, Safety Awareness, and STEM Career Aspirations of Australian Secondary Students: Evaluating the Impact of Workshop Interventions
by: Bergh, Christian, et al.
Published: (2026)

The Hidden Cost of Contextual Sycophancy: an AI Literacy Intervention in Human-AI Collaboration
by: Koyuturk, Cansu, et al.
Published: (2026)

Tinker Tales: Interactive Storytelling Framework for Early Childhood Narrative Development and AI Literacy
by: Choi, Nayoung, et al.
Published: (2025)

Alignment Debt: The Hidden Work of Making AI Usable
by: Oyemike, Cumi, et al.
Published: (2025)

"I Like That You Have to Poke Around": Instructors on How Experiential Approaches to AI Literacy Spark Inquiry and Critical Thinking
by: Warrier, Aparna Maya, et al.
Published: (2025)

Modeling Agentic Technical Debt and Stochastic Tax: A Standalone Framework for Measurement, Simulation, and Dashboarding
by: Hydari, Muhammad Zia, et al.
Published: (2026)

Evolution of AI in Education: Agentic Workflows
by: Kamalov, Firuz, et al.
Published: (2025)

Agentic AI and the Cyber Arms Race
by: Oesch, Sean, et al.
Published: (2025)

Agentic Microphysics: A Manifesto for Generative AI Safety
by: Pierucci, Federico, et al.
Published: (2026)

A Practical Guide to Agentic AI Transition in Organizations
by: Bandara, Eranga, et al.
Published: (2026)

Agentic AI Ecosystems in Higher Education: A Perspective on AI Agents to Emerging Inclusive, Agentic Multi-Agent AI Framework for Learning, Teaching and Institutional Intelligence
by: Sudarshan, Vidya K, et al.
Published: (2026)

AI Literacy in K-12 and Higher Education in the Wake of Generative AI: An Integrative Review
by: Gu, Xingjian, et al.
Published: (2025)

The Doctor Will (Still) See You Now: On the Structural Limits of Agentic AI in Healthcare
by: Dias, Gabriela Aránguiz, et al.
Published: (2026)

Predicting Learning Performance with Large Language Models: A Study in Adult Literacy
by: Zhang, Liang, et al.
Published: (2024)

"From Unseen Needs to Classroom Solutions": Exploring AI Literacy Challenges & Opportunities with Project-based Learning Toolkit in K-12 Education
by: Li, Hanqi, et al.
Published: (2024)

Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI
by: Janowicz, Krzysztof, et al.
Published: (2025)

AgroAskAI: A Multi-Agentic AI Framework for Supporting Smallholder Farmers' Enquiries Globally
by: Cantonjos, Nadine Angela, et al.
Published: (2025)

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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