Trust in AI|assisted Decision Making

Trust in AI-assisted Decision Making - ACM Digital Library

We discovered that trust between humans and AI is influenced by the trust among various stakeholders involved in the creation, use, and ...

Calibrating Trust in AI-Assisted Decision Making

2019). As a result, trust calibration is key to the success of AI-assisted decision making. If a person trusts AI when the AI is likely ...

[2301.05809] Who Should I Trust: AI or Myself? Leveraging Human ...

Abstract:In AI-assisted decision-making, it is critical for human decision-makers to know when to trust AI and when to trust themselves.

Who Should I Trust: AI or Myself? Leveraging Human and AI ...

In AI-assisted decision-making, it is critical for human decision-makers to know when to trust AI and when to trust themselves.

Modeling Human Trust and Reliance in AI-Assisted Decision Making

To answer these questions, in this paper, we propose a hid- den Markov model to characterize the dynamics of decision makers' latent trust in the AI model in AI ...

Trust, trustworthiness and AI governance | Scientific Reports - Nature

“Algorithmic decision-making” (ADM) is defined by the European parliamentary research service as computational systems that rely on the analysis ...

Behind the Algorithm: Unveiling Trust Issues in AI Decisions

It is the manager's role to act to understand and optimise the perception of trust in AI decision-making. They must clarify their objectives ...

Modeling Human Trust and Reliance in AI-Assisted Decision Making

Previous studies often model humans' reliance on AI as an analytical process, i.e., reliance decisions are made based on cost-benefit analysis.

Trust in AI-assisted Decision Making - Conference Programs - SIGCHI

Trust between humans and AI in the context of decision-making has acquired an important role in public policy, research and industry. In this context, Human-AI ...

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

Decision-making is undergoing rapid changes due to the introduction of artificial intelligence (AI), as AI recommender systems can help mitigate human flaws ...

Trust Development and Repair in AI-Assisted Decision ... - ACM FAccT

Human-centered computing → Empirical studies in HCI;. HCI theory, concepts and models. KEYWORDS. Human-AI decision-making, complementary ...

Intermediate Judgments and Trust in Artificial Intelligence-Supported ...

Human decision-making is increasingly supported by artificial intelligence (AI) systems. From medical imaging analysis to self-driving vehicles, AI systems ...

Three Challenges for AI-Assisted Decision-Making - Sage Journals

Such incorrect mental models may lead to inappropriate levels of reliance on or miscalibrated trust in the AI. We posit that a deeper ...

Full article: Improving Trust in AI with Mitigating Confirmation Bias

Moreover, we found that textual explanations are particularly beneficial for quick decision-makers to evaluate the outputs of AI systems. Next, the results ...

Confirmation bias in AI-assisted decision-making - ScienceDirect.com

Findings showed that participants were more inclined to trust and accept AI recommendations when they aligned with their initial diagnoses and professional ...

[2401.13689] Trusting AI in High-stake Decision Making - arXiv

Title:Trusting AI in High-stake Decision Making ... Abstract:The use of artificial intelligence models has recently grown common; we may use them ...

Artificial Intelligence Decision-Making Transparency and Employees ...

Whether AI can be successfully integrated into enterprises and serve as a decision maker depends crucially on employees' trust in AI [1,2].

Unpacking Trust in Human-AI Collaboration in Decision-Making

This literature review examines trust in AI-augmented decision-making systems in collaborative settings. The analysis suggests that human characteristics, ...

Artificial Intelligence's Biggest Stumbling Block: Trust - Forbes

“The more that companies use AI in decision-making, the more confident they become in these technologies' ability to deliver.” In their study, ...

Why humans can't trust AI: You don't know how it works or what it's ...

This is the approach taken by the U.S. Department of Defense, which requires that for all AI decision-making, a human must be either in the loop ...