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The Backrooms: The Internet’s Newest Tourist Destination

by Chief Editor June 27, 2026
written by Chief Editor

Researchers at Lancaster University have identified “para-terrestrial dark tourism,” a phenomenon where people explore unsettling digital environments like the “Backrooms” rather than physical locations. This trend involves engaging with non-physical, collaborative online spaces to experience intense emotions, curiosity, and community through shared virtual storytelling.

What is para-terrestrial dark tourism?

Traditional dark tourism involves visiting real locations linked to tragedy or history. Para-terrestrial dark tourism differs because the destinations do not exist in the physical world. According to research co-authored by Dr. Sophie James and Professor James Cronin from Lancaster University Management School (LUMS), these “destinations” are entirely virtual.

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From Instagram — related to Lancaster University Management School, Annals of Tourism Research

The term “para-terrestrial” describes environments that feel like real places but exist beyond conventional geography. These spaces, such as the endless, empty office corridors of the “Backrooms,” are built through collective digital participation. Users do not visit a coordinate on a map; they enter a shared psychological and digital space.

The study, published in Annals of Tourism Research, suggests that these environments emerge from loosely regulated corners of the internet. Here, communities use collaborative storytelling to transform impossible, eerie spaces into meaningful destinations for exploration.

Did you know? The “Backrooms” phenomenon is moving into the mainstream, with an upcoming Backrooms film produced by A24.

Why do people explore non-existent digital worlds?

The draw to these spaces stems from a desire for intense emotional experiences. Dr. Sophie James, Lecturer in the Department of Marketing at LUMS, states that people are increasingly attracted to spaces that feel vivid and meaningful despite lacking physical reality. These digital worlds allow for an engagement with uncertainty and discomfort that feels significant to the participant.

A highly active community of “legend-trippers” drives this engagement. These individuals build the worlds by sharing:

  • Videos.
  • Stories.
  • Diary entries and other creative material.

This participation creates a sense of belonging. Rather than being passive observers, users become part of the destination’s creation. This collective effort turns a simple digital image into a complex, immersive world that people “tour” through their screens.

How will digital participation change the meaning of a destination?

The findings suggest a fundamental shift in how the tourism industry defines a “destination.” The Lancaster University research indicates that the internet can now operate as a destination in its own right.

How will digital participation change the meaning of a destination?

In this new model, platforms become participatory, self-contained environments. This moves the concept of tourism away from static sites toward flexible, creative spaces built through digital interaction. This evolution suggests several future trends for digital engagement:

  1. The Rise of Participatory Tourism: Future “travel” may rely less on visiting a place and more on contributing to its narrative.
  2. Blurring of Fiction and Reality: As digital spaces become more immersive, the distinction between a fictional setting and a “place” will continue to erode.
  3. Emotional-Driven Exploration: Digital destinations may prioritize the “vibe” or emotional resonance of a space over its historical or physical attributes.

This shift raises questions about how society manages risk and ambiguity in digitally mediated worlds. As these virtual environments become more sophisticated, the way people experience “presence” will likely continue to transform.

Pro Tip: For those interested in the intersection of digital culture and psychology, monitoring the development of “liminal space” aesthetics provides insight into how these virtual destinations are constructed.

Frequently Asked Questions

What is the difference between dark tourism and para-terrestrial dark tourism?

Dark tourism involves visiting real locations linked to tragedy or history. Para-terrestrial dark tourism involves exploring virtual, non-physical spaces like the “Backrooms” that exist only through digital culture.

Frequently Asked Questions

What are the “Backrooms”?

The Backrooms are a viral internet phenomenon consisting of imagined, eerie, and empty digital spaces, such as endless office hallways or abandoned basements, explored through collaborative storytelling.

Who conducted this research?

The research was conducted by Dr. Sophie James and Professor James Cronin from Lancaster University Management School (LUMS) and published in the journal Annals of Tourism Research.

What do you think about the rise of virtual destinations? Could digital spaces ever replace physical travel for some? Let us know in the comments below or subscribe to our newsletter for more insights into emerging technology trends.

June 27, 2026 0 comments
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Health

Hallucinated citations highest in social sciences preprints site

by Chief Editor May 14, 2026
written by Chief Editor

The Ghost in the Bibliography: Why AI’s Fake Citations are Changing Science Forever

Imagine spending weeks reviewing a groundbreaking paper, only to discover that the cornerstone evidence—the very citations that anchor the argument—simply doesn’t exist. This isn’t a hypothetical nightmare; it’s a growing reality in modern academia.

Recent audits of millions of research papers have revealed a disturbing trend: Large Language Models (LLMs) are “hallucinating” citations at an alarming rate. From social sciences to biomedicine, fake references are slipping through the cracks of the scientific record, threatening the very foundation of trust that peer review is built upon.

Did you know? A recent analysis of 111 million references found that social science preprints (specifically on SSRN) had a hallucination rate nearly five times higher than other major repositories, hitting nearly 2%.

The “Authority Bias” in Algorithmic Hallucinations

One of the most insidious aspects of AI-generated fake citations is not just that they are wrong, but who they credit. Data suggests that when AI hallucinates a source, it doesn’t just make up a random name; it tends to attribute the fake work to established, highly cited, and predominantly male authors.

This creates a dangerous feedback loop. By reinforcing the visibility of already-dominant figures in a field, AI hallucinations may inadvertently stifle diversity in academic recognition, further marginalizing early-career researchers and underrepresented voices.

For those entering the field, the stakes are even higher. The data shows that hallucinated citations are more prevalent in work authored by researchers with little publication history prior to 2022. This “credibility gap” could lead to a future where new scholars are viewed with suspicion if their bibliographies aren’t meticulously audited.

Future Trend: The Rise of the “Verification Arms Race”

As AI-generated content becomes ubiquitous, we are entering an era of the “Verification Arms Race.” We can expect a shift from manual peer review to a hybrid model where AI-detection tools are mandatory precursors to submission.

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From Instagram — related to Verification Arms Race, Future Trend

Automated Bibliographic Audits

In the near future, journals will likely implement automated “Citation Checkers” similar to plagiarism detectors. These tools will cross-reference every entry in a bibliography against databases like Google Scholar or OpenAlex in real-time, flagging any “unmatched” sources before a human editor even sees the paper.

The “Proof of Human Research” Certification

We may see the emergence of a “Certified Human-Verified” badge for bibliographies. Much like the “organic” label in food, this would signal to readers that every single source has been manually read and verified by the author, rather than suggested by a generative agent.

The "Proof of Human Research" Certification
Proof of Human Research
Pro Tip: Never copy-paste a bibliography suggested by an LLM. Always use a reference manager like Zotero or Mendeley and manually verify the DOI (Digital Object Identifier) for every single source. If there’s no DOI, treat the source as a hallucination until proven otherwise.

Redefining Peer Review in the Age of LLMs

The traditional peer-review process is currently ill-equipped to handle “invisible” errors. A reviewer might see a citation to a famous professor and assume the paper is correct without checking the specific volume and page number.

The trend is moving toward Open Peer Review, where the verification process is transparent and public. By making the “audit trail” of a paper visible, the scientific community can crowdsource the detection of hallucinations, turning the global research community into a massive, real-time fact-checking network.

we will likely see a push for “Data Availability Statements” to become more rigorous. If a citation is fake, the underlying data usually is too. Forcing authors to link to raw datasets will make it significantly harder for AI-generated ghosts to haunt the literature.

FAQs: Understanding AI Hallucinations in Research

What exactly is a “hallucinated citation”?
It’s a reference created by an AI that looks perfectly legitimate—complete with a plausible title, author, and journal—but does not actually exist in the real world.

Why does AI make up fake references?
LLMs are predictive engines, not databases. They predict the most likely “next token” based on patterns. If a prompt asks for a source on a specific topic, the AI generates what a typical citation for that topic looks like, rather than searching a live index of papers.

Which fields are most at risk?
While all fields are vulnerable, current data suggests social sciences (via repositories like SSRN) and physical sciences (arXiv) see higher rates than strictly peer-reviewed biomedical databases.

How can I tell if a citation is fake?
The fastest way is to search for the exact title in a reputable database or look for the DOI. If the search returns no results or a completely different paper, it is likely a hallucination.

Join the Conversation

Have you encountered a “ghost citation” in your reading or research? How is your institution handling the rise of AI in academic writing?

Share your experience in the comments below or subscribe to our newsletter for more insights on the intersection of AI and integrity.

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May 14, 2026 0 comments
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