Digital Humanities: Moral Machine Activity and Hypertext Pedagogy

 

Moral Machine Activity

As part of the Digital Humanities Lab Activity, assigned by Dr. Dilip Barad Sir, I participated in the Moral Machine experiment. The activity provided me with an opportunity to explore the relationship between technology, ethics, artificial intelligence, and human decision-making. The Moral Machine presents different situations involving autonomous vehicles and asks participants to make difficult choices about whom the vehicle should save in an unavoidable accident.

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While taking the test, I encountered several situations in which I had to choose between different groups of people or between humans and animals. The choices sometimes involved factors such as age, gender, number of people, social status, law-abiding behaviour, and whether a person was a pedestrian or a passenger. At first, the activity appeared to be a simple series of choices, but as I continued, I realized that each decision involved a complex moral question. There was often no completely satisfactory answer because saving one group necessarily meant sacrificing another.

The activity made me think carefully about how people make ethical decisions. I noticed that my choices were sometimes influenced by emotion, sympathy, personal values, and social expectations rather than by a purely logical calculation. For example, when I had to choose between saving a larger number of people and protecting a particular individual, I had to consider whether the number of lives should always be the most important factor. Similarly, situations involving children, elderly people, animals, or people who were following or breaking traffic rules made me question the principles behind my decisions.

My Experience and Result

The Moral Machine activity was an interesting and challenging experience for me. I had to make difficult choices between different groups of people and, in some situations, between human lives and animals. I noticed that I often chose to save humans rather than animals, even when the decision was emotionally difficult. The activity made me realize how personal values, emotions, and ethical thinking influence moral decisions.

My Result: I saved people and sacrificed people, with animals being sacrificed more often than saved. Overall, the activity helped me understand that moral decision-making is complex and that different people may make different choices based on their values and beliefs.

Learning Outcomes

The Moral Machine activity helped me achieve several important learning outcomes:

1. Understanding ethical decision-making: I learned that moral choices can be complicated and may involve conflicting values.

2. Recognizing human bias: The activity made me aware that personal emotions, cultural values, and social assumptions can influence our decisions.

3. Understanding AI ethics: I learned that artificial intelligence requires ethical consideration because machines can make decisions that directly affect human lives.

4. Connecting technology with humanities: As a student of English Literature, I found the activity particularly meaningful because literature and the humanities frequently explore questions of morality, responsibility, justice, human values, and decision-making.

5. Developing critical thinking: The experiment encouraged me to question my own choices instead of accepting them as automatically correct.

6. Understanding the importance of responsible technology: I realized that technological development should be accompanied by ethical reflection and human responsibility.

Reflection

Overall, the Moral Machine experiment changed my understanding of the relationship between humans and artificial intelligence. It showed me that creating intelligent machines is not only a technical challenge but also a philosophical and ethical one. Before machines are given the responsibility to make decisions in real-world situations, we need to think carefully about whose values they represent and what principles should guide their actions.

The activity also demonstrated the relevance of the Digital Humanities in contemporary education. Digital Humanities does not simply mean using computers for literary studies; it also encourages us to examine how digital technologies influence human culture, values, communication, and decision-making. Through the Moral Machine activity, I became more conscious of the ethical responsibilities involved in designing and using AI technologies.

Summary of the presentation in three parts 

Part - 1  

Pedagogical Shift from Text to Hypertext: Language & Literature to the Digital Natives

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My Learning Journey: A Shift from Text to Hypertext

The FDP on “A Pedagogical Shift from Text to Hypertext” gave me a deep understanding of how education is transforming in the digital era. Each slide presented not just a single idea, but a step in a larger journey from traditional classroom teaching to hypertext-based, interactive, and student-centered learning.

Conceptual and Theoretical Foundation

• Slide 1 – FDP Introduction
  The first slide set the stage by showing the purpose of the FDP. It highlighted that teaching today must go beyond the delivery of content. Instead, it should connect old and new traditional knowledge with digital methods. This made me realize that the real task of a teacher is to create a bridge between classical literature and the digital habits of today’s students.

• Slide 2 – Objectives of the FDP
  Building on that, the second slide explained that moving to online platforms is not enough. Many teachers upload notes or give online lectures, but that doesn’t guarantee engagement. The objective is to make learning meaningful and interactive. This connected with Slide 1 because once we agree that traditional teaching needs to adapt, the next question is: how do we engage students in the digital world without losing the essence of literature?

• Slide 3 – Defining Hypertext
  This slide gave me the technical foundation. It explained that hypertext is not linear like a printed book; it allows connections across text, images, videos, and links. HTML structures the content, while HTTP makes it accessible. This connects with Slide 2 because if our aim is interactive and meaningful engagement, then hypertext is the medium that makes it possible. I understood that hypertext forms the backbone of digital pedagogy.

• Slide 4 – Theoretical Shift: Decentering
  Here the focus shifted from technology to theory. Traditionally, the teacher and the text were seen as the center of authority. But in the digital era, this “center” is broken. Now students can explore multiple perspectives, click on different links, and form their own interpretations. This is called decentering. It built directly on the idea of hypertext: once knowledge is non-linear, students are no longer passive readers they become co-creators of meaning.

• Slide 5 – Pedagogy in the Digital Era
  This slide tied everything together by explaining the teacher’s new role. Instead of being the sole source of knowledge, the teacher becomes a facilitator or guide. Models like Flipped Classroom and Blended Learning support this shift, as they encourage students to take more responsibility. It connected back to Slides 1–4 by showing the logical outcome: if students are active and knowledge is decentered, then teachers must act as guides, not dictators of knowledge.

Designing the Digital Classroom

• Slide 6 – Digital Pedagogy Models
  This slide introduced practical teaching models. The metaphor of a “Salad Bowl” showed that we shouldn’t rely on just one method, but mix different ones. Flipped Classrooms (where students study content before class) and Mixed Mode (blending online and offline teaching) make learning flexible. This built on Slide 5 by showing how teachers can actually take on the role of facilitators.

• Slide 7 – Tools and Techniques
  Once the models were clear, this slide explained the digital infrastructure needed to support them. Tools like LMS (Learning Management System), CMS (Content Management System), and digital portfolios allow teachers to organize lessons, track learning, and give feedback. This slide connected with Slide 6 because effective models can only work if there’s a proper digital setup to support them.

Integrating Innovative Production Tools

• Slide 8 – Lightboard
  This slide introduced a specific tool: the Lightboard. It allows teachers to write and explain while still facing the students through a camera. I realized this makes abstract or complex topics more engaging and easy to understand. It connects with Slide 7 because after talking about the need for tools, this gave a concrete example.

• Slide 9 – OBS + Lightboard: Teaching Plays
  Here the use of Lightboard was taken further by integrating OBS software, which allows multimedia elements like images, animations, or videos. This makes plays normally complex texts more vivid and understandable. It builds on Slide 8 by showing that Lightboard is not just for notes, but can also be enhanced with digital creativity.

• Slide 10 – OBS for Poetry
  In this slide, the idea was extended to poetry. For example, teaching Simon Armitage’s lockdown poem alongside Kalidasa’s Meghaduta showed how visuals and sounds can connect different traditions. This connected back to Slide 9 because it showed the flexibility of the same tool (OBS + Lightboard) for different genres of literature.

• Slide 11 – Deconstructive Reading
  Finally, the Lightboard was applied to critical theory. Deconstruction is usually difficult to teach, but showing diagrams and annotations on Lightboard makes it easier. This connected with the previous slides by demonstrating that the same tool can work across different areas plays, poems, and even theory.

Structuring Engagement

• Slide 12 – TED-Ed Platform
  This slide introduced a structured way to design lessons: Watch → Think → Discuss. Instead of passive learning, this sequence ensures students reflect and engage. It connects with Slides 8–11 by showing that tools are not enough; we also need structured methods to keep students involved.

• Slide 13 – Flipped Learning Example
  Here, the focus was on how flipped learning encourages students to prepare before class. This frees up class time for deeper discussions. It connects with Slide 12 because both slides emphasize active engagement, where students are not passive listeners but active contributors.

• Slide 14 – Mixed Mode Teaching
  The last slide explained how even complex theories like Derrida’s Deconstruction can be taught through a combination of live discussion and digital tools. This slide tied everything back to the FDP’s main goal: to show that literature can be taught effectively in digital formats without losing depth.

Learning Outcome from Part 1

From this FDP, I understood that each slide was not isolated but part of a larger story:

• Slides 1–5 explained the conceptual foundation of digital pedagogy.

• Slides 6–7 showed how to design a digital classroom.

• Slides 8–11 gave examples of innovative tools in practice.

• Slides 12–14 structured how to engage students effectively.

Together, they taught me that:

• Teaching is moving from linear text to interactive hypertext.

• Teachers are now guides, not just knowledge-givers.

• Students must actively create and interpret knowledge.

• Digital tools and models make learning engaging and flexible.

• Pedagogy today is about interaction, creativity, and active learning.
  
  

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• Part 2 - Pedagogical Shift from Text to Hypertext
  
  

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The second part of the presentation, “Pedagogical Shift from Text to Hypertext: Language & Literature to the Digital Natives,” focuses on the practical challenges of teaching language and literature in the digital era. It also highlights how hypertextual tools and online resources can solve these problems by creating richer, more interactive learning experiences.

I. Challenges and Solutions for Language Instruction

The presentation begins with the difficulties faced in teaching language skills digitally. One major challenge is helping students grasp the subtleties of spoken language such as pronunciation, stress, and modulation. These elements are crucial for understanding the rhythm and meaning of language but often get lost in online or even traditional classroom teaching.

To address this, several tools are introduced:

• Live Caption in Chrome automatically provides text captions for spoken words in media. This tool supports students in understanding accents, speed, or unclear pronunciation by offering real-time text.

• Google Meet transcription extensions such as Meet Transcript or Tactiq allow spoken words in online classes to be instantly converted into text. This means students no longer need to worry about missing important points while taking notes, as transcription provides “hands-free” note-taking.

• Google Docs Voice Typing is another versatile tool that turns speech into written text. It helps with drafting assignments, taking notes, or even transcribing longer discussions.

Together, these tools show how hypertextual solutions can bridge the gap between spoken and written forms of language. Instead of passively listening, students get interactive support in understanding and processing language more accurately.

II. Challenges and Hypertextual Solutions for Literature Instruction

After addressing language, the presentation shifts to the teaching of literature, where the challenges are even more complex. Students often struggle with foreign texts because of cultural distance, geographical unfamiliarity, and differences in collective imagination. Literary images and references that may be natural to one culture often appear strange or abstract to another.

A. The Need for Visual Context

One example given is a poetic line:

“Hawthorns smile like milk splashed down / From Noon’s blue pitcher over mead and hill.”

For many students, this image is difficult to understand because they may have never seen hawthorn blossoms or know what “Noon’s blue pitcher” refers to. To solve this, hypertext and digital resources provide a visual and cultural bridge:

• First, a photograph of hawthorn shrubs in full bloom is shown. This makes the poetic image of “splashed milk” much clearer, as students can visually see how the white flowers cover a field or hillside. The abstract line becomes more relatable once the natural reference is revealed.

• Second, “Noon’s blue pitcher” is explained through Google Image Search. It is identified as a reference to a painting by Susan Noon, Blue Pitcher with Flowers. By making this cultural connection, students understand how the poet compared scattered petals to milk being poured from a blue pitcher.

This demonstrates how hypertext supports teaching literature by linking words to visuals and cultural artifacts, reducing the distance between the text and the learner.

B. The Power of Hypertext as a Resource

The final slides present Google Arts & Culture as a powerful hypertextual platform. It contains artworks, historical records, and cultural archives that teachers can use to make literature more engaging.

An example lesson plan is based on the myth of Icarus and Daedalus. Instead of simply reading the story, students are guided through a Webquest approach: searching for “The Fall of Icarus” on Google Arts & Culture. The platform then provides:

• Visual Art: Landscape with the Fall of Icarus, which visually represents the myth.

• Interdisciplinary Resources: Collections like 7 Poems About Famous Artworks, showing how literature connects with painting.

• Interactive Exhibits: Digital exhibits such as Watch Icarus Falling! which bring the myth alive through multimedia.

This hypertextual exploration not only enriches students’ understanding of the myth but also introduces deeper theoretical ideas such as the Mythical Technique and the postmodern concept of “decentring the centre.” By seeing multiple interpretations of Icarus, students realize there is no single authoritative version of a text.

Learning Outcomes from Part 2

From this section of the presentation, I understood that:

• Teaching language digitally requires tools that make the spoken word more accessible through captions, transcription, and voice typing.

• Literature instruction becomes more meaningful when abstract images are supported with visual and cultural context through digital resources.

• Hypertext platforms like Google Arts & Culture allow literature to be taught in an interdisciplinary way, combining text, art, and history.

• Students become active learners as they explore, search, and interpret multiple layers of meaning in a text.

• Most importantly, hypertext teaching fosters critical thinking by encouraging students to question fixed meanings and engage with literature in creative, interactive ways.
  
  

  Part 3 : Generative Literature, Digital Humanities, and Digital Assessment
  

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  I. The Rise of Generative Literature

  • Definition (Jean-Pierre Balpe): Generative literature is a form of digital literature where computers produce continuously changing texts using dictionaries, sets of rules, and algorithms.

  • Significance: This challenges traditional notions of authorship and reading, as texts are not created by human writers but by machines. It requires a new kind of interpretation that accounts for fluidity and temporality in literature.

  • Example: Poem Generator Machines demonstrate practical applications of algorithms in creative writing, producing forms like Haiku, Sonnets, and Song Lyrics.

  II. Digital Humanities: New Analytical Methods

  • Matthew Jockers – Microanalysis and Macroanalysis: Jockers’ work shows how digital methods allow for literary study on different scales. While microanalysis focuses on close reading, macroanalysis uses computational tools to examine vast corpora, offering insights into large-scale literary history.

  • Culturomics (Aiden & Michel): Defined as the “quantitative analysis of culture,” culturomics uses Ngram data to track linguistic and cultural changes over time. Their book Uncharted: Big Data as a Lens on Human Culture highlights how Big Data can reveal hidden cultural patterns.

  • Corpus Linguistics in Context (CLiC): The CLiC web app applies corpus stylistics to study 19th-century literature, particularly Dickens. Using tools like Key Word In Context (KWIC), it shows how readers perceive fictional characters and enables a computer-assisted approach to literary analysis.

  III. Digital Assessment and Pedagogical Shift

  • Digital Portfolio: A new method of assessment where student work is collected and hyperlinked on personal websites. This creates a dynamic, interconnected record of learning achievements.

  • Rationale (Holly Clark): Digital portfolios encourage students to curate, archive, and expand their work while building digital citizenship and literacy skills. They help students purposefully share their learning with the world.

  • Conclusion: The presentation emphasizes that the digital era has created “unbelievable positive change” in teaching-learning processes. Moving from text to hypertext not only transforms literature but also enhances pedagogy, preparing digital natives for the future.

  
  

Pedagogical Shift from Text to Hypertext: Language & Literature to the Digital Natives

The video lecture “A Pedagogical Shift from Text to Hypertext: Language & Literature to the Digital Natives” provided an insightful discussion of how digital technology is transforming the teaching and learning of language and literature. The lecture focuses on the movement from traditional, linear forms of text towards hypertext, which allows readers and learners to access interconnected information through hyperlinks, multimedia, digital resources, and non-linear pathways. This shift is particularly significant in the context of contemporary digital-native learners, who are accustomed to interacting with information through digital platforms.

Part 1: From Text to Hypertext

One of the central concepts discussed in the lecture is the transition from text to hypertext. Traditional printed texts generally present information in a linear and fixed form. Readers normally follow the sequence established by the author, beginning at one point and progressing towards another. Hypertext, in contrast, creates a more interconnected reading environment in which different texts, ideas, images, references, and other resources can be connected through hyperlinks.

Hypertext therefore changes the conventional relationship between the reader, author, and text. The reader can move from one source to another and explore different pathways according to individual interests. This makes reading a more interactive and participatory experience.

The lecture also connects this transformation with the ideas discussed by Silvio Gaggi in From Text to Hypertext: Decentering the Subject in Fiction, Film, the Visual Arts, and Electronic Media. The concept of decentering is important because digital media challenges the idea that meaning must always originate from a single central authority. Hypertext provides readers with multiple possible routes through information and encourages them to participate more actively in the process of interpretation.

Part 2: Digital Natives and Changing Pedagogy

The lecture also focuses on the changing nature of learners in the digital age. Contemporary students, often described as digital natives, are familiar with computers, smartphones, online platforms, multimedia, digital libraries, videos, hyperlinks, and social media. Their experience of information is therefore often different from that of learners whose education was primarily based on printed books and conventional classroom instruction.

This change in learners requires a corresponding transformation in pedagogical practices. Teachers of language and literature can no longer depend exclusively on traditional methods. Digital resources can be incorporated into literary education to provide students with wider access to texts, cultural contexts, historical information, images, videos, archives, and other forms of supporting material.

Thus, technology can make the study of literature more interactive, interconnected, and exploratory.

Part 3: Decentering Teacher, Learner, and Content

Another significant idea of the lecture is the concept of decentering. Traditional education often places the teacher at the centre of the classroom as the main authority and source of knowledge. Students are generally positioned as learners who receive information from the teacher and the prescribed textbook.

Digital pedagogy can challenge this traditional structure. Students can independently search for information, compare different sources, explore alternative interpretations, and participate in the construction of knowledge. The teacher's role can therefore move from being the sole provider of information towards becoming a facilitator, guide, and mentor.

Similarly, the content itself can become more dynamic. Instead of treating a literary text as an isolated and fixed object, hypertext allows students to connect it with other texts, cultural references, historical contexts, images, and multimedia resources. This creates a broader network of knowledge around the literary work.

The relationship between teacher, learner, and content therefore becomes more collaborative and interactive. The classroom is no longer restricted to a physical space or a single textbook. Digital platforms can extend learning beyond the classroom and provide students with opportunities for independent exploration.

Hypertext and Literary Studies

The concept of hypertext is especially significant for the study of literature because literary interpretation has always involved making connections. Readers connect a text with its historical period, cultural background, mythology, philosophy, other literary works, and personal experiences. Digital technology makes many of these connections immediately accessible.

Hypertext can therefore enrich literary studies by connecting a primary text with critical essays, historical sources, images, videos, digital archives, author information, and cultural references. Instead of reading literature as an isolated object, students can explore it as part of a larger network of knowledge.

This approach also encourages critical thinking. Students must decide which sources are useful, compare different interpretations, evaluate information, and form their own understanding of the literary work. In this way, digital literacy and literary literacy can work together.

Digital Literature and Changing Ideas of Authorship

The movement towards digital media also raises important questions about authorship and creativity. Digital and electronic forms of literature challenge some traditional assumptions about what constitutes a literary text and who controls its creation and interpretation.

The development of computer-generated and AI-assisted literary production further complicates questions of creativity and authorship. It encourages us to ask whether literature must always originate entirely from a human author and how technology may influence future forms of literary expression.

These developments demonstrate that Digital Humanities is not simply about transferring traditional literary studies onto computers. It also encourages scholars and students to reconsider fundamental concepts such as text, authorship, readership, creativity, interpretation, and knowledge.

My Learning and Reflection

After watching the lecture, I understood that the shift from text to hypertext is not merely a technological change; it is also a pedagogical transformation. Digital technology changes the way information is presented, accessed, interpreted, and shared.

The lecture made me particularly aware of the changing role of the student. In a traditional classroom, students may depend heavily on the teacher and prescribed texts. In a digital environment, students have access to an enormous amount of information and can explore subjects independently. However, this freedom also creates a responsibility to evaluate information critically and use reliable sources.

I also understood that teachers need to develop digital skills in order to guide students effectively. Technology should not be used simply because it is modern. It should be selected according to its educational value and its ability to improve communication, participation, interpretation, and learning.

As an English Literature student, I found the discussion particularly relevant because literature itself is constantly evolving. The ways in which we read, interpret, teach, and share literature are changing alongside technological developments. Digital Humanities provides a space where traditional literary scholarship can interact with new technologies and new forms of knowledge.

Conclusion

Overall, the lecture demonstrated that the movement from text to hypertext represents a significant transformation in language and literature pedagogy. Hypertext provides interconnected and non-linear ways of accessing information, while digital pedagogy encourages greater participation and independence among learners.

The lecture also highlighted the importance of decentering traditional educational structures. The teacher is no longer necessarily the only source of knowledge, and the learner can become an active participant in constructing meaning. Similarly, literary texts can be explored through connections with multiple cultural, historical, critical, and multimedia resources.

References

The lecture and presentation materials were studied through Dr. Dilip Barad’s Teacher Blog, particularly the post “Pedagogical Shift from Text to Hypertext: Language & Literature to the Digital Natives.” Read the original blog post here