Deniz Bekat
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denzibubs.bsky.social
Deniz Bekat
@denzibubs.bsky.social
24 followers 44 following 1 posts
Aspiring biologist, pending ability to not burn the lab down…

3D imaging and Image analysis @crick.ac.uk
Biochemistry undergraduate @ucl.ac.uk
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denzibubs.bsky.social
“AI will take over” they say
jacksonwryan.com Jack Ryan 🙏🧪 @jacksonwryan.com · Nov 27
Uhh,,, Figure 1 shows you... what exactly? Trying to understand Medical fryrmbial, runctitional features and mum's legs going through concrete.

This whole article is a bit of a disaster. And it's very difficult to find other published work for the author. Strange! 🧪

(via @smutclyde.bsky.social)
Text says: This section provides a comprehensive description of the methodology employed in this study to develop an explainable XAI framework for ASD diagnosis and parental support. The proposed framework integrates the TabPFNMix regressor, a state-of-the-art machine learning (ML) model for tabular data, with SHapley Additive exPlanations (SHAP) to ensure both high predictive accuracy and interpretability. The methodology is structured into five subsections: (1) Dataset Description, (2) TabPFNMix Overview, (3) SHAP for Explainability, (4) Framework Design, and (5) Evaluation Metrics. Figure 1 shows the overall methodology. Informed consent was obtained from all participants involved in the study, and, where applicable, consent was obtained from legal guardians for minor participants as approved by the IRB. And then Figure 1 is shown with lots of AI errors on the image. An absolutely totally fine this can be published in a science journal image that purports to show how the study was carried out but instead is just AI slop.
November 27, 2025 at 6:52 PM