Poetry and Poststructuralism: An AI-Powered Analysis

 

This blog is written as part of a lab activity assigned by the Head of the Department of English (MKBU), Prof. Dr. Dilip Barad. The activity explores the relationship between poetry, artificial intelligence, and poststructuralist literary theory by using ChatGPT as both a creative and analytical tool. As part of this experiment, original poems were generated and then examined through the principles of deconstruction, drawing on the critical ideas of Jacques Derrida, Peter Barry, and Catherine Belsey. Rather than searching for a single, fixed meaning, the analysis highlights the contradictions, ambiguities, and multiple interpretations that emerge from language itself. This blog demonstrates how AI-assisted literary analysis can deepen our understanding of poststructuralism while encouraging readers to engage with poetry as a dynamic and open-ended text in the digital age. Here is the link to the professor's worksheet for background reading: Click here. 

To view the ChatGPT thread related to this blog: Click here.

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When Memory Learns to Breathe

The library now breathes through streams of light,

Its shelves extending far beyond their walls.

A thousand voices cross a single screen,

Their centuries compressed into a click.

The scholar follows footprints made of code,

Discovering connections once unseen.

Yet every graph conceals a human face,

Each dataset remembers someone's life.

Technology preserves what time forgets,

But wisdom still belongs to those who read.

The brightest server cannot dream alone;

It waits for minds to give its numbers soul.

 

Deconstructive Analysis of When Memory Learns to Breathe

Following Peter Barry's Three-Step Model

According to Peter Barry in Beginning Theory: An Introduction to Literary and Cultural Theory, deconstruction reads a text against itself, revealing contradictions, instability, and multiple meanings rather than one fixed interpretation. The following analysis applies Barry's three-step model to the poem When Memory Learns to Breathe.

1. Verbal Stage

At the verbal stage, attention is given to paradoxes and contradictions in individual words and phrases. The title, "When Memory Learns to Breathe," is itself paradoxical because memory is abstract, while breathing is a human action. Similarly, the line "The library now breathes through streams of light" gives human qualities to a library, blending the physical and the digital. The phrase "Each dataset remembers someone's life" also creates contradiction since datasets cannot literally remember. Finally, "The brightest server cannot dream alone" suggests that technology is both powerful and incomplete. These paradoxes show that language is unstable and resists a single meaning.

2. Textual Stage

At the textual stage, the poem reveals shifts in focus and perspective. The first stanza celebrates digital technology and the expansion of knowledge. However, the second stanza shifts toward the hidden human presence behind digital data, shown by the line "Yet every graph conceals a human face." In the final stanza, another shift occurs as the poem argues that technology can preserve information, but only humans can create wisdom and meaning. The poem also leaves important questions unanswered, such as whose memories are preserved and what may be lost, creating textual gaps that prevent a complete interpretation.

3. Linguistic Stage

The linguistic stage focuses on the instability of language. Key words such as library, light, voices, memory, server, and soul carry multiple meanings instead of fixed definitions. For example, library represents both a physical building and a digital archive, while light may refer to technology, knowledge, or enlightenment. Likewise, soul can suggest consciousness, creativity, or humanity. These shifting meanings show that language continually defers meaning rather than presenting a single truth.

Conclusion:

Using Peter Barry's three-step model, the poem can be read as more than a celebration of digital humanities. Its paradoxes, shifts, and unstable language reveal that technology both preserves and limits human memory. Ultimately, the poem deconstructs its own message by suggesting that while digital systems store information, only human interpretation can truly give it meaning.

The Weight of Waiting

We built our days from promises of dawn,

Yet every sunrise left the question bare.

The roads stretched onward after hope had gone,

Still no clear answer lingered in the air.

We named the stars, believing names were truth,

But silence wore the oldest face of all.

The future bargained softly with our youth,

As echoes answered every distant call.

Perhaps the journey is the only home,

And purpose grows where restless spirits roam.

If no one writes the ending we pursue,

Then every step becomes a birth anew.  

Deconstructive Analysis of The Weight of Waiting

Based on Catherine Belsey's Concept of the Primacy of the Signifier

According to Catherine Belsey in her discussion of "The Primacy of the Signifier," poetry does not simply describe reality. Instead, meaning is produced through the interaction of signifiers (words, images, sounds, and metaphors), which create multiple associations beyond literal reference. Like Ezra Pound's In a Station of the Metro and William Carlos Williams's The Red Wheelbarrow, The Weight of Waiting generates meaning through imagery, rhythm, and symbolic language rather than direct statement.

The Primacy of the Signifier

The poem appears to describe an existential search for purpose, but its meaning is created through symbolic signifiers rather than literal events. Images such as "promises of dawn," "roads," "stars," "silence," "journey," and "home" are not merely references to physical objects. They become symbols that suggest hope, uncertainty, identity, and the search for meaning. Like Pound's comparison of "faces" and "petals," these images invite readers to make unexpected associations instead of pointing to one fixed interpretation.

The phrase "promises of dawn" does not simply refer to morning. It evokes hope, new beginnings, and expectation. However, the following line—"Yet every sunrise left the question bare"—undermines that hope. The signifiers "dawn" and "sunrise" no longer represent certainty but become symbols of unanswered questions. Meaning is therefore produced through the tension between these images.

Similarly, "We named the stars, believing names were truth" suggests that language gives order to the universe. Yet the next line, "But silence wore the oldest face of all," challenges this belief. The contrast between names and silence implies that language may not fully explain reality. As Belsey argues, the signifier becomes more important than any fixed reference because words themselves create competing meanings.

Language Beyond Reference

Like The Red Wheelbarrow, this poem seems to refer to recognizable things—roads, stars, journeys, and dawn—but these are idealized rather than realistic. There is no specific landscape or historical setting. Instead, these images exist within a symbolic world created by language. The journey is not simply travel but a metaphor for human existence. Likewise, home becomes not a physical place but a possible state of purpose or belonging.

The concluding lines,

"If no one writes the ending we pursue,

Then every step becomes a birth anew."

suggest that meaning is not discovered but continually created. The signifiers "ending," "step," and "birth" remain open to several interpretations. They may represent freedom, responsibility, renewal, or existential choice. Their significance arises from language itself rather than from any single referential meaning.

Rhythm and the Semiotic

Belsey, drawing on Julia Kristeva, argues that poetry also produces meaning through rhythm and sound—the semiotic dimension of language. This poem uses balanced lines, repeated structures, and recurring images of movement (roads, journey, step, roam) to create a flowing rhythm. These repetitions produce an emotional experience that extends beyond logical meaning. The rhythm reinforces the endless movement of existential searching, making the reader feel the uncertainty expressed by the poem.

Conclusion

From Belsey's perspective, The Weight of Waiting does not offer a single philosophical message. Instead, its network of signifiers—dawn, stars, silence, journey, home, birth—creates multiple meanings that cannot be fully resolved. The poem does not simply represent reality; it constructs its own symbolic world through language. Like In a Station of the Metro and The Red Wheelbarrow, its deepest meaning emerges from the play of signifiers, imagery, rhythm, and metaphor rather than from direct reference to the external world. 

References:

Barad, Dilip. “How to Deconstruct a Text.” YouTube, uploaded by DoE-MKBU, 14 July 2023, youtu.be/JDWDIEpgMGI. Accessed 8 July 2026.

---. “Poetry and Poststructuralism: An AI-Powered Analysis.” ResearchGate, July 2024, doi.org/10.13140/RG.2.2.11536.42248. Accessed 8 July 2026.

Belsey, Catherine. Poststructuralism: A Very Short Introduction. Oxford UP, 2022.

Berry, Peter. Beginning Theory. 3/E. Viva Books, 2010.

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