← Back to Product Feed

Hacker News Show HN: Large scale hallucinated citation problem in published literature

A collaboration with Nature to quantify and classify fake/frankenstein citations in scholarly literature, attributing issues to generative AI use.

2
Traction Score
0
Discussions
Apr 4, 2026
Launch Date
View Origin Link

Product Positioning & Context

AI Executive Synthesis
A collaboration with Nature to quantify and classify fake/frankenstein citations in scholarly literature, attributing issues to generative AI use.
Grounded AI's study exposes a critical integrity crisis in academic publishing, directly linked to generative AI. The estimated 'hundreds of thousands of papers affected in 2025' highlights a systemic problem with severe implications for research credibility and scientific progress. This creates an urgent market need for robust AI-driven verification and detection tools for publishers, academic institutions, and researchers. Developer pain points include the difficulty of manually identifying sophisticated AI-generated errors and the erosion of trust in published works. The 'training data is poisoned' statement points to a foundational issue in AI development and deployment. This analysis underscores a burgeoning market for AI ethics, content verification, and anti-hallucination solutions, transforming from a niche concern to a mainstream requirement for maintaining information integrity.
Hey, Nick Morley from Grounded AI here (https://groundedai.company/)We collaborated with Nature to study the extent of fake/frankenstein citations in scholarly literature (from top 5 publishers - Springer, Elsevier, Wiley, Sage, Taylor & Francis)We're estimating hundreds of thousands of papers affected in 2025 with hallucinated citation issuesAs part of the work we analysed 20k papers generated with ChatGPT API to figure out which citation errors are characteristic of gen AI use and use that classify the errors we sawThe world's gone mad, publishing is in a nuts state, the training data is poisoned!
Hallucinated citation frankenstein citations scholarly literature top 5 publishers (Springer, Elsevier, Wiley, Sage, Taylor & Francis) ChatGPT API gen AI use training data poisoned

Community Voice & Feedback

No active discussions extracted yet.

Related Early-Stage Discoveries

Discovery Source

Hacker News Hacker News

Aggregated via automated community intelligence tracking.

Tech Stack Dependencies

No direct open-source NPM package mentions detected in the product documentation.

Media Tractions & Mentions

No mainstream media stories specifically mentioning this product name have been intercepted yet.

Deep Research & Science

No direct peer-reviewed scientific literature matched with this product's architecture.