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Bibliographic Details
Main Authors:	Yang, Yinuo, Zhang, Zheng, Tang, Ningzhi, Wang, Xu, Ambrose, Alex, Myers, Nathaniel, Clauss, Patrick, Li, Toby Jia-Jun
Format:	Preprint
Published:	2026
Subjects:	Human-Computer Interaction
Online Access:	https://arxiv.org/abs/2603.15777
Tags:	Add Tag No Tags, Be the first to tag this record!

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal
by: Butsko, Christina, et al.
Published: (2025)

Programming by Chat: A Large-Scale Behavioral Analysis of 11,579 Real-World AI-Assisted IDE Sessions
by: Tang, Ningzhi, et al.
Published: (2026)

PLATO: Planning with LLMs and Affordances for Tool Manipulation
by: Car, Arvind, et al.
Published: (2024)

Google vs. Library Databases: Engaging Twenty-First Century Undergraduate Students in Critical Thinking
by: López-Fitzsimmons, Bernadette M., et al.
Published: (2019)

Engaging Introductory Writing Students through Facebook Assignments
by: Lovell, Elyse D'nn, et al.
Published: (2013)

An Experimental Comparison of Cognitive Forcing Functions for Execution Plans in AI-Assisted Writing: Effects On Trust, Overreliance, and Perceived Critical Thinking
by: Ghosh, Ahana, et al.
Published: (2026)

Exploring Direct Instruction and Summary-Mediated Prompting in LLM-Assisted Code Modification
by: Tang, Ningzhi, et al.
Published: (2025)

The Wall: Engaging Students in Real Work.
by: Dionisio, Marie
Published: (1997)

College Writing: A Personal Approach to Academic Writing. Third Edition.
by: Fulwiler, Toby
Published: (2002)

A Collectibles Project: Engaging Students in Authentic Multimodal Research and Writing
by: Moynihan, Karen E.
Published: (2007)

"We're Writers, Too!" Engaging Younger Students in the Writing Process
by: Van Vleet, Carmella
Published: (2006)

Understanding Student Attitudes and Acceptability of GenAI Tools in Higher Ed: Scale Development and Evaluation
by: Tang, Xiuxiu, et al.
Published: (2025)

Hearing Ourselves Think: Cognitive Research in the College Writing Classroom. Social and Cognitive Studies in Writing and Literacy.
by: Penrose, Ann M., Ed., et al.
Published: (1993)

Die Brücken‐Kontrollleuchte
by: Felix Clauß
Published: (2026)

The Mechanics‐Conditions Framework as a Tool for Critical Social Media Affordance Analysis
by: Charlotte Nau
Published: (2024)

Why Cognitive Robotics Matters: Lessons from OntoAgent and LLM Deployment in HARMONIC for Safety-Critical Robot Teaming
by: Oruganti, Sanjay, et al.
Published: (2026)

ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs)
by: Adewumi, Tosin, et al.
Published: (2023)

The Impact of Explicit Feedback on EFL High School Students Engaged in Writing Tasks
by: Roxanna Correa Pérez
Published: (2013)

Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices
by: Laskar, Md Tahmid Rahman, et al.
Published: (2025)

Field notes and Polaroids: Engaging with Black lives in West London
by: Nathaniel Télémaque
Published: (2024)

An Empirical Study of Agent Skills for Healthcare: Practice, Gaps, and Governance
by: Xu, Gelei, et al.
Published: (2026)

GLITTER: An AI-assisted Platform for Material-Grounded Asynchronous Discussion in Flipped Learning
by: Peng, Weirui, et al.
Published: (2025)

Museums and Critical Thinking Skills for Students.
by: Novik, Sandra, et al.
Published: (1987)

The Sugar Learning Platform: Affordances for Computational Thinking
by: Walter Bender
Published: (2017)

Stayin' Aligned Over Time: Towards Longitudinal Human-LLM Alignment via Contextual Reflection and Privacy-Preserving Behavioral Data
by: Gebreegziabher, Simret Araya, et al.
Published: (2026)

Lessons Learned from the Real-World Deployment of Multi-Sensor Fusion for Proactive Work Zone Safety Application
by: Ahmad, Minhaj Uddin, et al.
Published: (2025)

Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool
by: Zavolokina, Liudmila, et al.
Published: (2024)

Engaging Students
Published: (2023)

Teaching Writing for the "Real World": Community and Workplace Writing
by: Cox, Michelle, et al.
Published: (2009)

Fast Topology-Aware Lossy Data Compression with Full Preservation of Critical Points and Local Order
by: Fallin, Alex, et al.
Published: (2026)

Critical Inker: Scaffolding Critical Thinking in AI-Assisted Writing Through Socratic Questioning
by: Hugenroth, Philipp, et al.
Published: (2026)

Programmer Visual Attention During Context-Aware Code Summarization
by: Wallace, Robert, et al.
Published: (2024)

NaturalEdit: Code Modification through Direct Interaction with Adaptive Natural Language Representation
by: Tang, Ningzhi, et al.
Published: (2025)

A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions
by: Tang, Ningzhi, et al.
Published: (2024)

Real-World Deployment of a Hierarchical Uncertainty-Aware Collaborative Multiagent Planning System
by: Kurtz, Martina Stadler, et al.
Published: (2024)

Team-Designed Improvement of Writing and Critical Thinking in Large Undergraduate Courses
by: Bernstein, Daniel, et al.
Published: (2014)

Distance Preservation Games
by: Aziz, Haris, et al.
Published: (2025)

Critical Thinking for Civic Life in Elementary Education: Combining Storytelling and Thinking Tools
by: Aarón Elí Mena Araya
Published: (2020)

Artificial Intelligence and Critical Thinking in University Students
by: Osorto Rodriguez, Santos Federico, 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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