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#scientificknowledge

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11/
Cromer continued [4]:
"Cults and prophets arise spontaneously from the depths of the egocentric mind, whereas #ScientificKnowledge must be passed from generation to generation by a complex educational process that spans twenty years or more. [...] just as Europe once abandoned Greek #education in a wave of pious fundamentalism, America may someday turn out the light"

Today, preserving #science may need "to stop relying on scientific infrastructure provided by one nation or organization" [5]

GPT-fabricated scientific papers on Google Scholar: Key features, spread, and implications for preempting evidence manipulation misinforeview.hks.harvard.edu/
"Roughly two-thirds of the retrieved papers were found to have been produced, at least in part, through undisclosed, potentially deceptive use of GPT. The majority (57%) of these questionable papers dealt with policy-relevant subjects (i.e., environment, health, computing), susceptible to influence operations. Most were available in several copies on different domains (e.g., social media, archives, and repositories).
Two main risks arise from the increasingly common use of #GPT to (mass-)produce #fake, scientific #publications. First, the abundance of fabricated “studies” seeping into all areas of the #research infrastructure threatens to overwhelm the scholarly communication system and jeopardize the integrity of the scientific record. A second risk lies in the increased possibility that convincingly scientific-looking content was in fact deceitfully created with #AI tools and is also optimized to be retrieved by publicly available academic search engines, particularly #GoogleScholar. However small, this possibility and awareness of it risks undermining the basis for #trust in #scientificKnowledge and poses serious societal risks."
#science #AIEthics

Misinformation Review · GPT-fabricated scientific papers on Google Scholar: Key features, spread, and implications for preempting evidence manipulation | HKS Misinformation ReviewAcademic journals, archives, and repositories are seeing an increasing number of questionable research papers clearly produced using generative AI. They are often created with widely available, general-purpose AI applications, most likely ChatGPT, and mimic scientific writing. Google Scholar easily locates and lists these questionable papers alongside reputable, quality-controlled research. Our analysis of a selection of

Just met a person who thinks that Covid was probably a nasty flu.

Which is not utterly distant to respiratory disease scientists insisting for +80 years that "It's not airborne" and even this year, "Surgical masks are good enough."

Arguing from "#ScientificKnowledge is the product of inter-related communities all trying to disprove their hypotheses" now looks pretty hollow.

The harm these jokes have done to the credibility of our best source of knowledge about the physical world is immense.

Continued thread

2/3 Our take is first to get the lay of the epistemic land, so to speak, and derive the principles of #ScientificKnowledge #classification from the information we have about the "disciplinary matrix" of topics. The resulting interpretable geometric space provides a map of inhabitable knowledge space. Only then we take a look at where the academic tribes live and project the topic portfolios of individual researchers onto the space of the epistemic possibilities.