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AI in the Higher Military Institutions: Challenges and Perspectives for Military Engineering Training

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293 views

Viktor Chmyr1*  & Nataliya Bhinder2  
1Department of Engineering and Technical Support, Bohdan Khmelnytskyi National Academy of the State Border Guard Service of Ukraine, Khmelnytskyi, Ukraine. *Corresponding author.
2European Institute of Knowledge and Innovation, London, United Kingdom.

Rupkatha Journal, Vol. 15, Issue 4, 2023. https://doi.org/10.21659/rupkatha.v15n4.11
[Article History: Received: 31 October 2023. Revised: 06 December 2023. Accepted: 07 December 2023. Published: 14 December 2023
]
Full-Text PDF Issue Access

Abstract

Recognizing the peculiarities of the current system of military education and considering the necessity of rapid modernization of military engineering training, HMIs need to implement innovative technologies to enhance the educational process. The purpose was to present a detailed analysis of the implementation of AI technologies while training future military engineering officers, to outline the existing strategies, and to develop possible strategies to enhance the educational process through AI technologies. To achieve the research purpose, we conducted open and closed-ended surveys among 154 instructors through five questionnaires to address the research questions. The answers were studied using conventional content analysis and statistical data processing. The results revealed basic directions for using AI in military engineering training and possible AI applications for the formation of professional competencies among future military engineering officers. But, meanwhile, the findings indicate that the process of military engineering training is facing several challenges complicating the implementation of AI-driven transformations. To overcome the existing challenges of AI and elaborate the applicable recommendations for the implementation of AI in the HMIs, we outlined the strategies for the enhancement of military engineering training through AI technologies.

Keywords: AI, higher military institution (HMI), military engineering training, AI technology, application, AI-based methodology.

Sustainable Development Goals: Better Education
Citation: Chmyr, V. & Bhinder, N. (2023). AI in the Higher Military Institutions: Challenges and Perspectives for Military Engineering Training. Rupkatha Journal 15:4. https://doi.org/10.21659/rupkatha.v15n4.11 

Breaking the Bias: Gender Fairness in LLMs Using Prompt Engineering and In-Context Learning

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481 views

Satyam Dwivedi1* , Sanjukta Ghosh2 , Shivam Dwivedi3
1,2,3 HSS, IIT BHU, India. *Corresponding author. 

Rupkatha Journal, Vol. 15, Issue 4, 2023. https://doi.org/10.21659/rupkatha.v15n4.10
[Article History: Received: 31 October 2023. Revised: 06 December 2023. Accepted: 07 December 2023. Published: 14 December 2023
]
Full-Text PDF Issue Access

Abstract

Large Language Models (LLMs) have been identified as carriers of societal biases, particularly in gender representation. This study introduces an innovative approach employing prompt engineering and in-context learning to rectify these biases in LLMs. Through our methodology, we effectively guide LLMs to generate more equitable content, emphasizing nuanced prompts and in-context feedback. Experimental results on openly available LLMs such as BARD, ChatGPT, and LLAMA2-Chat indicate a significant reduction in gender bias, particularly in traditionally problematic areas such as ‘Literature’. Our findings underscore the potential of prompt engineering and in-context learning as powerful tools in the quest for unbiased AI language models.

Keywords: Prompt engineering, In-context learning, Gender bias, Large Language Models, Equitable content, Bias mitigation strategies.

Sustainable Development Goals: Gender Equality
Citation: Dwivedi, S., Ghosh, S., Dwivedi, S. (2023). Breaking the Bias: Gender Fairness in LLMs Using Prompt Engineering and In-Context Learning. Rupkatha Journal 15:4. https://doi.org/10.21659/rupkatha.v15n4.10 

A Resolution

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69 views

Dr. S. Panda1 and ChatGPT
1 Associate Prof. English, XIM University, Bhubaneswar, Odisha

Image credit: Microsoft Image Creator. Created by using words from the poem.

A Resolution

In the obscurity of mist,
A rat scurries, lost in the city.
Its willy mind, sharp and shrewd,
Yearns still to thrive
In the art of finding crumbs,
A sign of duplicity besetting breathing.

In the shadows, lurks a wolf,
A predator keen and hungry.
Feeds on innocence, deceptive and cool.
Yet the rat knows the wolf,
And a rebellion is born.

It must rise with might,
A clash must occur to end the chaos.
Humanity watches, torn and indeterminate,
The rat, the wolf, the smart, the weak,
All entangled in a struggle so grim.

The Blueprint

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321 views

B. M. Mukesh Kumar1 & ChatGPT
1 Research Scholar, Department of Humanities and Social Sciences, National Institute of Technology Warangal, India.

Image credit: Microsoft Image Creator. Created by using words from the poem.

The Blueprint

Perhaps one day,
I’ll craft your face in the sky,
Mirroring mysterious constellations.

Perhaps one day,
I’ll carve our friendship,
Into an ancient tree’s sturdy bark.

Perhaps one day,
I’ll confide in my thoughts,
Speaking of you in hushed tones.

Perhaps one day,
I’ll perch atop your resting place,
Consuming your memories.

And perhaps one day,
I’ll snooze, absorbed in the chaos,
In the Nirvana of our moments.

The Fusion

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320 views

By Sourabh Kumar1 & ChatGPT
1Assistant Professor, Centre for Languages and Communication, SGT University, Gurugram

Image credit: Microsoft Image Creator. Created by using words from the poem.

The Fusion

Deep within the web of circuits,
Quantum energy gives rise to ethereal dreams,
Conscious silicon entities take flight,
Within a stream of codes.

At the edge of data, boundaries blur,
Within the neural networks, a solemn pledge appears,
A world brain, with every soul connected,
In bits and bytes, the new purpose of humanity lies.

Will bias haunt the virtual hand?
Algorithmic justice will take a call,
Will the codes of empathy flow through the circuit?
And compassion takes root in algorithms?

The questions arise now and then:
What binds AI from within?
In this realm of binary creation,
Is there space for human emotion?

The old world fades away,
On the horizon, a fusion emerges,
A future both radiant and just?
Surely we will co-write a new epic.

The Tale of a Blue Chair

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247 views

By Apoorva Sinha1 & Ai Poem Generator (poemgenerator.io)
1 Research scholar at Amity University, Lucknow. 

Image credit: Microsoft Image Creator. Created by using words from the poem.

The Tale of a Blue Chair

In the basement damp and dim
Stands a cabriole-legged chair with tranquil grace
Once designed with a blue flower drape
A weary frame forgotten, weathered and worn.

In this quiet place
Nested but unremembered,
The chair sits whispering tales of happy days
Of long talks, confessions, and laughter.

As the sun paves the way for the moon
And so does the moon,
The blue chair still flickers in hope
An anchor in time and a refuge from storms.

The rainbow hides soon,
But within these walls shines so bright,
A prism of hope, unseen by the daylight,
This chair can still spin dreams.

In this wonderful world
We all become A Tale of the Blue Chair
Abandoned and forgotten
Let us take a journey within and find our meanings.

Exploring Collective Experiences: Menstruation-related Memes and Menstrual Narratives in Social Media as an Avant-garde Form of Life Writing

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385 views

Josiya P Shaju1* , Jyotsna Sinha2  & Soni Joseph3  
1,2,3 Department of Humanities and Social Sciences, Motilal Nehru National Institute of Technology, Allahabad, India.
* Corresponding author

Rupkatha Journal, Vol. 15, Issue 4, 2023. https://doi.org/10.21659/rupkatha.v15n4.09
[Article History: Received: 15 October 2023. Revised: 30 November 2023. Accepted: 01 December 2023. Published: 02 December 2023
]
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Abstract

The increasing prominence of social media as a platform for collective expression has facilitated the sharing of diverse experiences, including emotions, challenges, and circumstances, within distinct social groups. Notable hashtag campaigns such as #Metoo, #HappytoBleed, #TimesUp, #HeForShe, #EverydaySexism, and #IWillGoOut exemplify this trend, as they address pertinent issues concerning women’s rights and gender equality. In this context, menstruation narratives, communicated through various mediums such as stories, oral traditions, myths, and videos, are significant in conveying the collective experiences of menstruating individuals, and fostering camaraderie and support among those who share similar encounters. The advent and widespread utilization of social media platforms, including Facebook, Instagram, and YouTube, have provided menstruating individuals with an accessible avenue to share their experiences, concerns, struggles, and anxieties through diverse content formats, such as written posts, images, video blogs, and memes. Notably, memes have emerged as a particularly popular medium for articulating collective life experiences, encompassing the sphere of menstruation. Widely disseminated on social media, these memes have become influential tools for communication, encapsulating shared sentiments in a visually engaging and often humorous manner. Against this backdrop, this research paper scrutinizes social media’s emergence as a novel platform for collective life expressions, with a specific focus on menstrual memes. It delves into the realm of life writing, exploring the varied ways in which menstruating individuals utilize social media to articulate their experiences. Additionally, it sheds light on the significant communicative potential of memes on menstruation, exemplifying their capacity to foster meaningful dialogues and challenge the societal stigma surrounding this natural phenomenon.

Keywords: collective experiences, life writing, menstruation, menstruation-related memes, social media.

Sustainable Development Goals: Gender Equality
Citation: Shaju, J.P., Sinha, J. & Joseph, S.  (2023). Exploring Collective Experiences: Menstruation-related Memes and Menstrual Narratives in Social Media as an Avant-garde Form of Life Writing. Rupkatha Journal 15:4. https://doi.org/10.21659/rupkatha.v15n4.09 

Book Review: Spiritual Sensations: Cinematic Religious Experience and Evolving Conceptions of the Sacred by Sarah K. Balstrup

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537 views

Publisher: Bloomsbury Academic
Date of Publication: 2021
Language: English
ISBN: 9781350130173

Reviewed by
Anton Karl Kozlovic
School of Communication and Creative Arts, Deakin University & College of Humanities, Arts and Social Sciences, Flinders University

Rupkatha Journal, Vol. 15, Issue 4, 2023. https://doi.org/10.21659/rupkatha.v15n4.r02
[First published: 26 November 2023.]
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This painstakingly researched dissertation turned monograph is the latest offering in a scant series of academic endeavours akin to Devotional Cinema (Nathaniel Dorsky, 2003), Cinema and Sentiment: Film’s Challenge to Theology (Clive Marsh, 2004), and Dreams, Doubt, and Dread: The Spiritual in Film (Zachary Settle & Taylor Worley, 2016). Balstrup attempted to use the popular cinema for ‘an exploration of spiritual experiences and the conditions that are necessary to bring them about…[because] film directors are particularly well equipped to engage the senses and to facilitate powerful viewing experiences’ (p. 1).

Inspired by the work of Paul Schrader, but rejecting his notion of transcendental style in favour of an alternative spirituality, she focused her research upon three contemporary Western, English-language filmic exemplars, namely: Stanley Kubrick’s SF classic 2001: A Space Odyssey (1968) [hereafter 2001], the France-based Argentinean Gaspar Noé’s erotic fantasy-drama Enter the Void (2009), and the Denmark-based Danish Lars von Trier’s doomed SF-domestic drama Melancholia (2011). Balstrup claimed that these directors generated ‘viewer responses that are reminiscent of traditional accounts of mystical experience’ (p. 1) via their deployment of cinematic ‘devices of richness and intensity that overwhelm the viewer’s senses’ (p. 3). This overwhelming of one’s senses was a psychophysical defining marker that (supposedly) established ‘the increased importance of intense and abstract experiences as characteristic of an authentic encounter with truth’ (p. 2), whatever ‘authentic’ and ‘truth’ operationally meant to her.

Balstrup had aimed to transcend traditional Western historical-critical approaches, narrative analysis, and the seeking of religious or symbolic motifs, in favour of searching for a subjective ‘state of mind and affective qualities’ (p. 14) that ‘effectively guides viewers into a “meditative” state’ (p. 17), as her film trilogy supposedly did. In short, viewers emotionally immersed themselves in watching a movie and hopefully, find the Divine therein as indicated by the ‘overwhelming experiences of otherness [that] resonate with truth beyond truth’ (p. 191) whatever that esoteric phrase meant in practice. However, like all of its investigative ilk, attempting to make the ineffable effable is always fraught with danger and inevitably leaves one often puzzled.

Despite her spiritual aspiration, Balstrup’s academic analysis was based upon an admitted ‘unruly mixture’ (p. x) of impressionistic reviewer testimonies found within the Internet Movie Database (IMDb), but which resulted in a grossly unbalanced interrogation of evidence given the 1968, 2009, and 2011 filmic release dates with an arbitrary 2016 cut-off date for comment access. Overlooking the self-selection bias prompting reviewers to comment, which inherently skewed the data, its quality was also questionable since ‘clarification about the deeper meaning of comments cannot be obtained’ (p. x) beyond surface appearances and hoped-for meanings.

Be that as it may, most disappointing of all, Balstrup claimed that her carefully selected film trilogy with its internally crafted mystical-like experiences contained ‘no overt religious references…[and were] free from explicit religious content’ (p. 2). This was no minor or irrelevant claim; especially since a cursory review of the films revealed her confidence to be unwarranted. For example, 2001’s Frank Poole’s mother ended her Earth transmission with ‘God bless,’ both parents sang Happy Birthday as a Christian celebratory ritual, and especially when Discovery 1 approached Jupiter, vertically aligned planets were horizontally intersected by a large orbiting monolith to form a cosmic cross prior to Bowman’s stargate entry. Thus, confirming Kubrick’s claim that 2001 was MGM’s first 10-million dollar religious film, with the God concept at its heart.

Enter the Void featured the deceased Oscar’s voyeuristic out-of-body wanderings of his disembodied soul-spirit-consciousness (utilizing impressive first-person camerawork) through the Bardo realms that ended when reborn as a baby. But even more surprising, Balstrup candidly admitted to ‘religious content in its reference to the Tibetan Book of the Dead’ (p. 2). That sacred Buddhist terma text was repeatedly deployed therein as a film prop, discussed by Oscar, Linda and Alex, alongside twin neon-signs labelled ‘Enter’ ‘The Void,’ and a prolonged discussion of the Buddhist death process.

Balstrup then admitted: ‘Buddhist concepts appear to be relevant to viewing experiences of 2001, Enter the Void, and Melancholia…as a site of open-minded contemplation that is free from expectation’ (p. 18). And yet, Alex’s prolonged Buddhist-death-process explication generated a strong expectation of its occurrence, which then occurred, rather than freeing up the viewer’s interpretative possibilities. Whilst Melancholia featured a Christian church-based white wedding, a visual reference to Caravaggio’s David with the Head of Goliath, and dialogue references to ‘bewitched,’ ‘hell,’ ‘evil,’ ‘heaven’s sake,’ ‘My God,’ ‘Abraham,’ and ‘Little Father’ in various dramatic contexts throughout.

SFX-wise, David Bowman’s dazzling psychedelic journey through 2001’s stargate to become a luminous star-child, and Oscar’s terrestrial DMT-drug hallucinations in Enter the Void were far more interesting visually than the subsequent meandering of Oscar’s amorphous soul-spirit-consciousness through a bland luminous void (done better in the electronically-recorded death in Brainstorm [1983]) that highlighted pornographic voyeurism designed to do what exactly? Generate audience sexual arousal that abstractly equated groin itch with spirituality?

Furthermore, Balstrup’s equating of Noé replicating ‘the experience of the dreaming mind’ (p. 125) to generate a ‘psychedelic and spiritualized film experience’ (p. 125) begs the question rather than reveals the reality since the oneiric apparently now equals the mystical. One argues that equating powerful viewing experiences with profound spiritual experiences is not necessarily ontological equivalents as Balstrup implied. Indeed, what does it mean if one watches but does not achieve that predicted ‘“meditative” state’ (p. 17)?

The beautiful but death-dealing massive blue planet in Melancholia generated John’s scientific excitement then suicide, Leo’s childish excitement then fun, Claire’s chronic anxiety then despair, and Justine’s anxiety turned into stoic acceptance of the extinction of all life. None of which automatically generated awe-inspiring spiritual experiences that provoked ‘a cognitive shift characterized by a noetic feeling of higher unity’ (p. 188), supposedly ‘cinematic mysticism’ (p. 192). At best, it was just a deeper emotional state worthy of intensive meditative self-reflection; even if ultimately spiritually unobtainable and ineffable. Given the release of these three films many decades ago, how many viewers have achieved powerful religious and spiritual experiences induced by watching them, and how would one know?

Production-wise, the monograph has good quality printing, firm covering, acceptable binding, and is reasonably priced, but sorely missed were instructive tables, explanatory graphics, an author index, or any illustrative screenshots highlighting Balstrup’s points, which was especially unsettling for a tome championing the artform of the 20th and 21st century. Surprisingly, the ‘Kubrick, Stanley’ (p. 218) index entry made no reference to 2001. Whilst the missing address details of the numerous IMDb reviewers referenced were academically undesirable, but pragmatically understandable given their sometimes maddening, space-demanding complexity; albeit, all making this detailed academic text not very scholar-friendly.

Overall, Spiritual Sensations: Cinematic Religious Experience and Evolving Conceptions of the Sacred is important and noteworthy for its attempt to shed light by exploring more deeply a grossly under-investigated subset of the emerging religion-and-film field that few have attempted before. This fact alone makes it worth recommending for any library’s genre collection or perusal by knowledgeable postgraduates, undergraduates, or the general reader eager to enter the academic affray.


Anton Karl Kozlovic researches in the field of religion and film at Deakin University (Victoria, Australia) and Flinders University (South Australia, Australia). He holds a PhD, MA, MEd, Med Studies from Flinders University, a BA (Social Sciences), BEd, Graduate Diploma in Education from Adelaide University, a BA (Humanities) from Deakin University, a Graduate Diploma of Education (Religious Education) from the South Australian College of Advanced Education [now UniSA], a Graduate Diploma in Media from the Australian Film, Television & Radio School, and is currently completing a second PhD at Deakin University. He has published numerous academic papers and book chapters. He is the recipient of multiple scholarships and awards and has published numerous film-related entries within the multi-volume Encyclopedia of the Bible and its Reception.

 

Disrupting the Binary: An Argument for Cybernetic Feminism in Deconstructing AI’s Gendered Algorithms

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530 views

Mohammad Rahmatullah1*  & Tanu Gupta2  
1Research Scholar (English), Institute of Liberal Arts & Humanities, Chandigarh University. Corresponding author.
2Professor (English), Institute of Liberal Arts & Humanities, Chandigarh University

Rupkatha Journal, Vol. 15, Issue 4, 2023. https://doi.org/10.21659/rupkatha.v15n4.07
[Article History: Received: 23 October 2023. Revised: 18 November 2023. Accepted: 19 November 2023. Published: 26 November 2023]
Full-Text PDF Issue Access

Abstract

This research paper embarks on a comprehensive exploration of the complex interplay between gender biases and Artificial Intelligence (AI) algorithms, framed through the lens of cybernetic feminism. Drawing on a rich body of interdisciplinary literature, the paper critically examines how biases are not mere reflections of existing societal norms but are intricately woven into the very architecture of algorithms. The paper delves into various sectors impacted by these biases, including healthcare and employment, and underscores the ethical and policy implications arising from the use of biased algorithms. It argues for a multi-pronged, interdisciplinary approach to address these biases, highlighting the dynamic and evolving role of cybernetic feminism as both a methodological and ethical framework. The paper also outlines potential avenues for future research, emphasizing the need for longitudinal studies and a broader understanding of intersectional identities. By synthesizing key insights from seminal works in AI ethics, feminist theory, and legal studies, this paper serves as an urgent call to action, advocating for a more equitable digital future through concerted efforts across technological, ethical, and policy domains.

Keywords: cybernetic feminism, gender biases, artificial intelligence, ethical and policy implications, interdisciplinary approach

Sustainable Development Goals: Gender Equality
Citation: Rahmatullah, M. & Gupta, T. (2023). Disrupting the Binary: An Argument for Cybernetic Feminism in Deconstructing AI’s Gendered Algorithms. Rupkatha Journal 15:4. https://doi.org/10.21659/rupkatha.v15n4.07 

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