Overreliance on AI

Overreliance on AI Literature Review - Microsoft

This report synthesizes ~60 research papers about overreliance on AI. The papers originate from a variety of disciplines, including Human-Computer Interaction ( ...

AI Overreliance Is a Problem. Are Explanations a Solution?

Stanford researchers show that shifting the cognitive costs and benefits of engaging with AI explanations could result in fewer erroneous ...

The effects of over-reliance on AI dialogue systems on students ...

This systematic review investigates how students' over-reliance on AI dialogue systems, particularly those embedded with generative models for academic ...

Impact of artificial intelligence on human loss in decision making ...

When the usage and dependency of AI are increased, this will automatically limit the human brain's thinking capacity. This, as a result, rapidly ...

An experimental study on the extent and costs of overreliance on AI

The current study investigates whether users overrely on AI advice — to their own detriment and potentially that of other parties. We conduct an incentivized, ...

Overreliance on AI: Addressing Automation Bias Today - Lumenova AI

This article explores the causes, mechanisms, and consequences of overreliance on AI, offering insights and strategies to mitigate this risk.

Widespread CrowdStrike Outages Highlight The Imperative For AI ...

Overreliance on AI occurs when users start accepting AI outputs without sufficient scrutiny, leading to errors and a loss of trust in AI systems ...

The Hidden Peril of AI Dependence: Unmasking LLM Overreliance

Overreliance occurs when an LLM authoritatively produces erroneous information, and users or systems accept this information without proper verification. While ...

College students fear overreliance on AI could devalue education

Report stresses that AI is “new standard” and universities need to better communicate policies to learners. Rising use of AI in higher ...

“AI et al.” The perils of overreliance on Artificial Intelligence by ...

While AI holds promise for improving efficiency and accuracy, concerns have arisen about its potential misuse and the erosion of scientific integrity.

Explanations Can Reduce Overreliance on AI Systems ... - arXiv

Overreliance occurs when the human fails to correct an incorrect AI prediction. alone [4]. Unfortunately, the literature has repeatedly established that people ...

7 ways AI could bring more harm than good - TechTarget

The sole dependence on AI without enough human participation and insight can result in mistakes and biases that are not immediately discovered ...

(PDF) The effects of over-reliance on AI dialogue systems on ...

This systematic review investigates how students' over-reliance on AI dialogue systems, particularly those embedded with generative models for academic ...

Over-Reliance of Students on Artificial Intelligence - Bakhtawar Amjad

Over-reliance on AI implies that students may rely too much on smart algorithms and automated procedures to finish their assignments or solve ...

Is Overreliance on AI Provoked by Study Design?

Keywords: human-AI interaction · AI-assisted decision-making · ex- plainable AI · overreliance. 1 Introduction. Artificial intelligence (AI) is increasingly ...

The Perils of Overdependence on Artificial Intelligence - LinkedIn

The overdependence on AI threatens to undermine human autonomy and decision-making. As AI algorithms become more pervasive and influential, ...

Explanations can reduce overreliance on AI systems during decision ...

Prior work has identified a resilient phenomenon that threatens the performance of human-AI decision-making teams: overreliance, when people agree with an ...

One Danger of Over Reliance on Artificial Intelligence: Process Debt

Process debt can harm government employees, who may be forced to work with cumbersome processes, outdated technology and inadequate resources.

Overreliance on AI: Literature Review - Microsoft Research

This report shows how and why overreliance on AI makes it difficult for users to meaningfully leverage the strengths of AI systems and to ...

GUEST COLUMN: The perils of overreliance on AI and technology ...

An overdependence on AI can lead to a lack of intellectual curiosity and exploration. When students rely solely on pre-packaged content, they miss out on the ...