Overreliance on AI Literature Review

Overreliance on AI Literature Review - Microsoft

Based on a literature review of ~60 papers from different research areas, this report provides a detailed overview of how overreliance on AI happens, how to ...

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 ...

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

Overreliance on AI occurs when users accept AI-generated recommendations without question, leading to errors in task performance in the context ...

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, ...

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 decisions due to AI ...

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

Overreliance on AI-generated content can lead to incomplete or inaccurate interpretations. Although AI applications are becoming more robust, ...

Mihaela Vorvoreanu - Overreliance on AI: Literature Review - LinkedIn

It's more important than ever to become familiar with the issue of overreliance on AI. Overreliance = users accepting incorrect AI outputs ...

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

Overreliance on AI occurs when users accept AI-generated recommendations without question, leading to errors in task performance in the context ...

Explanations Can Reduce Overreliance on AI Systems During ...

Research to this point focuses on elucidating the cognitive mechanisms and biases that cause overreliance. For decades, cognitive psychology literature on ...

Overreliance on AI: Addressing Automation Bias Today - Lumenova AI

When users depend too heavily on AI, they may experience decreased critical thinking and cognitive laziness. One study found that students who ...

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 ...

The Hidden Peril of AI Dependence: Unmasking LLM Overreliance

The described scenario illustrates critical aspects of the Overreliance vulnerability, such as excessive trust in AI authority, lack of verification protocols, ...

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

This study examines the impact of artificial intelligence (AI) on loss in decision-making, laziness, and privacy concerns among university ...

Is Overreliance on AI Provoked by Study Design? - SpringerLink

Recent studies found that humans tend to overrely on AI when making decisions with AI support. AI explanations were often insufficient as ...

AI in the hands of imperfect users - PMC - PubMed Central

A growing literature demonstrating the potentially deleterious effects of overreliance on AI ... A literature review of the anchoring effect.

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 research ...

Is Overreliance on AI Provoked by Study Design? - ResearchGate

PDF | Recent studies found that humans tend to overrely on AI when making decisions with AI support. AI explanations were often insufficient ...

[2212.06823] Explanations Can Reduce Overreliance on AI Systems ...

Abstract:Prior work has identified a resilient phenomenon that threatens the performance of human-AI decision-making teams: overreliance, ...

A Review of Trust in Artificial Intelligence: Challenges ...

Literature Review: AI Trust. Challenges. We organize our ... However other research indicates that AI over-reliance on AI systems tends to.

Explanations Can Reduce Overreliance on AI Systems During ...

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