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Evidence record 7335 · automatically gathered

The Landscape of Generative AI in Information Systems: A Synthesis of Secondary Reviews and Research Agendas

As organizations grapple with the rapid adoption of Generative AI (GenAI), this study synthesizes the state of knowledge through a systematic literature review of secondary studies and research agendas. Analyzing 28 papers published since 2023, we find that while GenAI offers transformative potential for productivity and innovation, its adoption is constrained by multiple interrelated challenges, including technical unreliability (hallucinations, performance drift), societal-ethical risks (bias,

Record details

Published: 12 March 2026
Source: arXiv
Category: Research
Topics: Bias & fairness · Jobs & economy
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Gender Bias in Generative AI-assisted Recruitment Processes

arXiv · 12 March 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Anterior's Approach to Fairness Evaluation of Automated Prior Authorization System

arXiv · 15 March 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)

arXiv · 18 March 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Small Changes, Big Impact: Demographic Bias in LLM-Based Hiring Through Subtle Sociocultural Markers in Anonymised Resumes

arXiv · 5 March 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Cognitive Agency Surrender: Defending Epistemic Sovereignty via Scaffolded AI Friction

arXiv · 23 March 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring

arXiv · 21 April 2026

How to cite this record

ethics.ai (12 March 2026), “The Landscape of Generative AI in Information Systems: A Synthesis of Secondary Reviews and Research Agendas,” evidence record 7335, https://ethics.ai/record/7335 (originally published by arXiv).

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