arXiv:2411.07245cs.CYcs.AI2024-11综述

探讨AI如何重塑社工领域,提出个性化模拟训练新方案。

Navigating AI in Social Work and Beyond: A Multidisciplinary Review

  • 跨学科整合科技、伦理与社工视角,系统分析AI影响。
  • 提出APST系统,用AI实现个性化高仿真社工培训。
  • 适合关注AI伦理与教育应用的从业者及研究者。

本文初衷是简要评述社会工作领域对人工智能(AI)的参与与受其影响的情况,但很快意识到需深入探讨这一现代史上最具变革性且争议巨大的技术。因此,本综述发展为跨学科研究,汇集来自科技界、文化界、政界及学术界的权威文献与观点,涵盖数学、社会学、哲学、经济学等多个领域。文章梳理了AI在现实中的应用、伦理挑战及其对社会工作的深远影响,提出基于AI的高级个性化模拟训练(APST)愿景——该系统可根据学生个体需求定制高保真度模拟场景,提供实时反馈,助力其适应未来实践环境。全文保持批判性立场,既肯定AI的突破性进展,也强调审慎态度。随着AI渗透各专业领域,理解其复杂性与潜在影响已成为关键。掌握这些知识者将更从容应对即将到来的智能时代。

原文摘要 · Abstract (English)

This review began with the modest goal of drafting a brief commentary on how the social work profession engages with and is impacted by artificial intelligence (AI). However, it quickly became apparent that a deeper exploration was required to adequately capture the profound influence of AI, one of the most transformative and debated innovations in modern history. As a result, this review evolved into an interdisciplinary endeavour, gathering seminal texts, critical articles, and influential voices from across industries and academia. This review aims to provide a comprehensive yet accessible overview, situating AI within broader societal and academic conversations as 2025 dawns. We explore perspectives from leading tech entrepreneurs, cultural icons, CEOs, and politicians alongside the pioneering contributions of AI engineers, innovators, and academics from fields as diverse as mathematics, sociology, philosophy, economics, and more. This review also briefly analyses AI's real-world impacts, ethical challenges, and implications for social work. It presents a vision for AI-facilitated simulations that could transform social work education through Advanced Personalised Simulation Training (APST). This tool uses AI to tailor high-fidelity simulations to individual student needs, providing real-time feedback and preparing them for the complexities of their future practice environments. We maintain a critical tone throughout, balancing our awe of AI's remarkable advancements with necessary caution. As AI continues to permeate every professional realm, understanding its subtleties, challenges, and opportunities becomes essential. Those who fully grasp the intricacies of this technology will be best positioned to navigate the impending AI Era.

AI伦理社会工作教育模拟跨学科

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