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Animal Ethics Biosafety Human Research Ethics Research Integrity

We’re Facing a Fake Science Crisis, and AI is Making it Worse – BuiltIn (Rhea Moutafis | June 2021)

Posted by Dr Gary Allen in Research Integrity on June 27, 2021
Keywords: Authorship, Institutional responsibilities, Journal, Publication ethics, Research integrity, Research results

The Linked Original Item was Posted On June 8, 2021

Artistic representation of humanity and AI

Journals are retracting more and more papers because they’re not by the authors they claim to be. We need better solutions to the problem, or we risk totally undermining public trust in research.

The practice of science involves trying to find things out about the world by using rigid logic and testing every assumption. Researchers then write up any important findings in papers and submit them for possible publication. After a peer-review process, in which other scientists check that the research is sound, journals publish papers for public consumption.

The question of how Artificial Intelligence will spell the doom of humanity has been a consuming topic of the movie industry and has consumed public consciousness. But, what hasn’t been considered is the risk bots and algorithms will undermine public confidence in science. When we stop believing the experts and scientists, we will be in deep trouble. This interesting piece discusses one area where this threat is manifesting.

You might therefore reasonably believe that published papers are quite reliable and meet high-quality standards. You might expect small mistakes that got overlooked during peer review, but no major blunders. It’s science, after all!

You’d be wrong in expecting this, though. Real and good science does exist, but there’s a worrying amount of bogus research out there, too. And in the last few years, it has increased in volume at lightning speed, as evidenced by the skyrocketing number of paper retractions.

This process is similar to a recall at the grocery store. If a previously sold product is bad or dangerous for some reason, the store might decide to recall it and ask all customers not to use it. Similarly, a journal can recall a published paper that, in hindsight, turned out to be bogus.

We’re Facing a Fake Science Crisis, and AI Is Making It Worse
We need better solutions to the problem of AI-written texts, or we risk totally undermining public trust in research.

Related Reading

(EU) Europe’s Proposed Limits on AI Would Have Global Consequences – WIRED (Will Knight | April 2021)

Can AI be used ethically to assist peer review? – LSE Impact Blog (Alessandro Checco | May 2021)

(US) Google and the University of Chicago Are Sued Over Data Sharing – New York Times (Daisuke Wakabayashi | June 2019)

Ask The Chefs: AI and Scholarly Communications – Scholarly Kitchen (Ann Michael | April 2019)

(US) Safeguards for human studies can’t cope with big data – Nature (Nathaniel Raymond | April 2019)

AI peer reviewers unleashed to ease publishing grind – Science (Douglas Heaven | November 2018)

‘Silicon Valley is ethically lost’: Google grapples with reaction to its new ‘horrifying’ and uncanny AI tech – Financial Post (Mark Bergen | May 2018)

Algorithms Are Opinions Embedded in Code – Scholarly Kitchen (David Crotty | January 2018)

AI Research is in Desperate Need of an Ethical Watchdog – Wired (Sophia Chen | September 2017)

AI Gaydar Study Gets Another Look – Inside Higher Ed (Colleen Flaherty | September 2017)

Artificial Intelligence Could Dig Up Cures Buried Online – Wired (Bahar Gholipour | November 2016)

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