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A Security-Focused Study on Automated Threat Intelligence and Risks of Autonomous Agentic AI Frameworks
No full textCybersecurity threats are increasing rapidly in both scale and sophistication. Threat intelligence plays a crucial role in identifying vulnerabilities, exploits, and emerging attack patterns. However, manual collection of threat intelligence from open platforms such as social media, security forums, and vulnerability databases is inefficient and error-prone, especially for students and early researchers.
This paper presents a study on automated threat intelligence collection using open-source information while simultaneously assessing the security risks introduced by modern autonomous “agentic AI” frameworks. A detailed security analysis of an agentic framework commonly known as Open Claude (also referred to as Open Claw or Moltabot) is conducted to demonstrate how improper autonomy, lack of sandboxing, and uncontrolled third-party instruction execution can result in severe system compromise. The paper proposes a safer, restricted automation model and provides mitigation recommendations suitable for educational and research environments
Large Language Models Readability Classification: A Variability Analysis of Sources and Metrics
No full textThis study investigated two sources of variability in readability classification: differences across LLM systems and across readability metrics. The analysis tested 1,120 data points from seven systems in English and Portuguese, comparing a pre-trained baseline with a Wikipedia-grounded condition
Exploring implementation of a motivational interviewing-based weight management intervention: A qualitative thematic analysis of professional stakeholder views on barriers and facilitators .
No full textREaJustment to Obesity management INtervention (REJOIN) is an intervention co-designed with people with obesity and based on motivational interviewing. It aims to support people with weight management at times of social or physical life disruption. This study aimed to explore implementation of REJOIN via: Weight management professionals’ views about 1) its use in real-world settings; and 2) barriers and facilitators for different population groups
Spectral–Harmonic Rigidity and the Forced Emergence of the 26-Point Isoskeleton
No full textWe identify and classify a rigid 3–dimensional geometric structure,
which we term the Isoskeleton. Rather than treating this configuration
merely as a projection artifact of the exceptional Lie algebras, we
prove that it is uniquely determined by an autonomous geometric
mechanism. We introduce a strong axiomatic framework governed
by a discrete Diophantine inner-product spectrum and a harmonic
invariant void.
Remarkably, we prove that the exact cardinality of 26 points is
not an assumption, but a strict mathematical consequence forced by
the spectrum. We establish a Spectral–Harmonic Rigidity Theorem
proving that the Isoskeleton is the unique finite Oh-invariant config-
uration realizing this exact Diophantine spectrum, completely deter-
mining polynomial energy functionals up to degree 4.
This rigidity places the Isoskeleton at the threshold of extremal-
ity: we propose that it constitutes the canonical multi-shell analogue
of universally optimal configurations within its symmetry class. Fur-
thermore, we show that the canonical A3 projections of the exceptional
root systems E6, E7, and E8 inherently realize this universal structure,
parameterized explicitly by a Weyl-invariant multiplicity triple
Preference Alignment and the Scalability of Nudges: Evidence from a Field Experiment and Survey
No full textThe first experiment tests how nudges influence prosocial behavior, and the second is a survey exploring preferences for charitable giving
Remembering the Stages, Forgetting the Person: Who Really Was Graham Wallas?
No full textOne hundred years after the publication of The Art of Thought (1926), Graham Wallas remains widely cited yet poorly understood. His stages of preparation, incubation, illumination, and verification continue to circulate as a foundational model of creativity, even as the life that gave rise to them has largely faded from view. This article argues that this disconnect reflects a deeper problem in creativity research: the tendency to separate ideas from the lives that sustain them. Drawing on Wallas’s writings and contemporaneous accounts, the article reconstructs him as a person shaped by moral seriousness, disciplined effort, intellectual independence, and a sustained commitment to education and social reform. His stages are reinterpreted not as a detachable schema, but as one expression of an ethical orientation toward thought grounded in judgment, responsibility, humane insight, and endurance. The article concludes by asking what is lost when creativity is treated as a model rather than a way of living with ideas
The impact of parental marital conflict on children’s mental health: the moderating role of resting heart rate and gender differences
No full textAge, Media Use, and Trust in Scientists: A Multilevel Mediation Analysis using the TISP dataset
No full textThis study is part of the "Handbook of Media Use" that will be published on hohPublica. The authors involved were: Hannah Dietenberger, Mino Lackner, Chiara Schmid and Emily Scholl.
Here you can find our R code (.rmd and .html), our Supplementary Information and the links to the data we used in our analysis.
As the main dataset for our analysis we used the 'Trust in Science and Science-Related Populism' (TISP) dataset by Mede et al. (2025). This dataset can be found at: https://doi.org/10.17605/OSF.IO/5C3QD
As an additional country-specific context factor we also included the 'Academic Freedom Index' (AFI) from the Version 12 of the Varieties of Democracy Report by Coppedge et al. (2022). This data can be found at the V-Dem Dataset Archive: https://www.v-dem.net/data/dataset-archive/
We used the V-Dem Full+Others dataset
Parity Classification and Idempotent Decomposition of Arbitrary High-Order Polynomial Equations in a 16-Dimensional Commutative Algebra
No full textWeintroduce a 16-dimensional commutative associative algebra over the complex field C, generated by
four mutually commuting elements i,j,ε,ζ with intrinsic quadratic or cubic relations. Using the minimal
polynomials of the generators, we construct four pairs of orthogonal idempotents, whose products form
a complete system of 16 orthogonal idempotents. This decomposition diagonalizes the entire algebra,
allowing the complete solution of arbitrary polynomial equations via component-wise one-dimensional
complex solving
