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Bibliographic Details
Main Authors:	Sachan, Swati, Miller, Theo, Nguyen, Mai Phuong
Format:	Preprint
Published:	2025
Subjects:	Computers and Society Artificial Intelligence Human-Computer Interaction Computational Finance
Online Access:	https://arxiv.org/abs/2512.04108
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Gearshift Fellowship: A Next-Generation Neurocomputational Game Platform to Model and Train Human-AI Adaptability
by: Ging-Jehli, Nadja R., et al.
Published: (2025)

Intanify AI Platform: Embedded AI for Automated IP Audit and Due Diligence
by: Dorfler, Viktor, et al.
Published: (2025)

Can AI Model the Complexities of Human Moral Decision-Making? A Qualitative Study of Kidney Allocation Decisions
by: Keswani, Vijay, et al.
Published: (2025)

Balancing Power and Ethics: A Framework for Addressing Human Rights Concerns in Military AI
by: Islam, Mst Rafia, et al.
Published: (2024)

DeFi TrustBoost: Blockchain and AI for Trustworthy Decentralized Financial Decisions
by: Sachan, Swati, et al.
Published: (2025)

Belief Offloading in Human-AI Interaction
by: Guingrich, Rose E., et al.
Published: (2026)

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies
by: Cohen, Myke C., et al.
Published: (2026)

Human-AI Interactions: Cognitive, Behavioral, and Emotional Impacts
by: Riley, Celeste, et al.
Published: (2025)

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making
by: Chen, Zichen, et al.
Published: (2025)

Unilateral Relationship Revision Power in Human-AI Companion Interaction
by: Lange, Benjamin
Published: (2026)

Classifying Epistemic Relationships in Human-AI Interaction: An Exploratory Approach
by: Yang, Shengnan, et al.
Published: (2025)

Human Decision-making is Susceptible to AI-driven Manipulation
by: Sabour, Sahand, et al.
Published: (2025)

The Role of Governments in Increasing Interconnected Post-Deployment Monitoring of AI
by: Stein, Merlin, et al.
Published: (2024)

Exploring a Behavioral Model of "Positive Friction" in Human-AI Interaction
by: Chen, Zeya, et al.
Published: (2024)

When AI Gives Advice: Evaluating AI and Human Responses to Online Advice-Seeking for Well-Being
by: Kumar, Harsh, et al.
Published: (2025)

Documenting Deployment with Fabric: A Repository of Real-World AI Governance
by: Jorgensen, Mackenzie, et al.
Published: (2025)

From Future of Work to Future of Workers: Addressing Asymptomatic AI Harms for Dignified Human-AI Interaction
by: Ehsan, Upol, et al.
Published: (2026)

Who is a Better Matchmaker? Human vs. Algorithmic Judge Assignment in a High-Stakes Startup Competition
by: Xi, Sarina, et al.
Published: (2025)

Moral Change or Noise? On Problems of Aligning AI With Temporally Unstable Human Feedback
by: Keswani, Vijay, et al.
Published: (2025)

Keeping an Eye on AI: A Framework for Effective Human Oversight of AI Systems
by: Gaube, Susanne, et al.
Published: (2026)

Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human Voice
by: Ravi, Prerna, et al.
Published: (2026)

Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools?
by: Nguyen, Tin Trung, et al.
Published: (2025)

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework
by: Shi, Yao, et al.
Published: (2025)

It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human
by: Harasta, Jakub, et al.
Published: (2024)

Trustless Autonomy: Understanding Motivations, Benefits, and Governance Dilemmas in Self-Sovereign Decentralized AI Agents
by: Hu, Botao Amber, et al.
Published: (2025)

Human-Centered Human-AI Collaboration (HCHAC)
by: Gao, Qi, et al.
Published: (2025)

InvisibleBench: A Deployment Gate for Caregiving Relationship AI
by: Madad, Ali
Published: (2025)

Narrowing Action Choices with AI Improves Human Sequential Decisions
by: Straitouri, Eleni, et al.
Published: (2025)

AI-Powered Assistive Technologies for Visual Impairment
by: Naayini, Prudhvi, et al.
Published: (2025)

Generative AI Technologies, Techniques & Tensions: A Primer
by: Behrens, John T.
Published: (2026)

Alignment Drift in Long-Term Human-LLM Interaction: A Mechanism-Oriented Framework
by: Yao, Xintong
Published: (2026)

Understanding Human-AI Trust in Education
by: Pitts, Griffin, et al.
Published: (2025)

Beyond Models: A Framework for Contextual and Cultural Intelligence in African AI Deployment
by: Ndlovu, Qness
Published: (2025)

Responding to Generative AI Technologies with Research-through-Design: The Ryelands AI Lab as an Exploratory Study
by: Benjamin, Jesse Josua, et al.
Published: (2024)

Improving Human-Autonomous Vehicle Interaction in Complex Systems
by: Kaufman, Robert
Published: (2025)

Synthetic Participatory Planning of Shard Automated Electric Mobility Systems
by: Yu, Jiangbo, et al.
Published: (2024)

Facilitating Longitudinal Interaction Studies of AI Systems
by: Long, Tao, et al.
Published: (2025)

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

Towards User-Centred Design of AI-Assisted Decision-Making in Law Enforcement
by: Nowack, Vesna, 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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