The System Says

Through a Glass, Darkly: A Literary Analysis of Armando Heredia’s “The System Says”

In an era of curated social media feeds and algorithmic influence, the question of what defines our value has never more potent. Armando Heredia’s poetry collection, The System Says, arrives as a vital, unsettling mirror held up to both society and the self. It is a work that masterfully intertwines the external critique of societal systems with a brutal, internal excavation of personal hypocrisy, creating a cohesive and powerful examination of modern identity.

The Central Theme: The Anatomy of a System

At its core, The System Says is a dissection of “The System”—an amorphous yet all-powerful entity that encompasses capitalism, social hierarchy, and the unspoken rules of status and value. Heredia doesn’t just rage against this machine; he meticulously documents its mechanics.

The poem “How Upper Echelon of You” attacks the illusion of status with scathing irony. The image of the elite “squinting from the glare / Of all your golden cows” is a brilliant modern metaphor for idolatry of wealth. Heredia reduces the “upper crust” to mere “flakes held together By their dough,” arguing that their cohesion is not based on character or merit, but on capital alone. The repeated, mocking refrain—“How upper echelon of you”—is a verbal eye-roll, a weaponized phrase that exposes the performative absurdity of social climbing.

This critique is expanded in “What they want,” which explores how the system consumes individuality. The poignant story of the sister whose hair is loved, then cut off and colored from a bottle, serves as a perfect metaphor for commodification. The system doesn’t want you; it wants what it can mold you into. The poem’s relentless, chanting conclusion—“Commodification / Capitalization”—functions like a hammer driving home a nail. It removes the complex facade to reveal the brutal, simple transaction underneath all interaction: “It’s not about who you are / But what they can do with you.”

The Introspective Turn: The System Within

What elevates this collection from a simple protest to a profound literary work is its inward turn. The system isn’t just out there; it’s internalized. This is most powerfully explored in “Dirty Filthy Heart,” the collection’s masterstroke and emotional core.

The poem begins with an external judgment of a homeless man, deemed filthy and out of place. The narrator, confessing to being part of “the elite,” casts this judgment. But in a stunning volta, the gaze turns inward: “Then I was reminded of this heart of mine / That grows like a tangled mess of vines.” The narrator realizes the true filth isn’t on the outside but within—a heart filled with “lust, the malice and my narcissism / Pride and arrogance, my own bitter prison.”

The act of kicking his own heart “out on the street” is a breathtaking act of self-condemnation. By declaring his own soul the “most raggedy thing you’ll ever meet,” Heredia makes a profound argument: that our outward participation in systems of judgment and hierarchy is a direct reflection of our own internal brokenness. We reject in others what we fear and refuse to acknowledge in ourselves.

Literary Devices and Structure

Heredia employs several effective devices to convey his message:

  • Irony and Sarcasm: The title phrase “How Upper Echelon of You” is dripping with ironic praise, immediately setting a tone of critical observation.
  • Metaphor: The collection is rich with them. The “golden cows” of idolatry, the “tangled mess of vines” representing a sinful heart, and the entire concept of “Art is wildlife management” from a previous collection all show a poet thinking deeply in figurative language.
  • Repetition and Refrain: The obsessive repetition of “Obviously” in “Dirty Filthy Heart” mirrors the relentless, dehumanizing judgment of society. The chanting of “Commodification / Capitalization” in “What they want” mimics the grinding, repetitive nature of the system itself, beating the listener into submission.
  • Contrast: The collection is built on contrasts: clean vs. filthy, elite vs. ragged, internal vs. external, who you are vs. what they can do with you. This structural tension is what gives the poems their enduring power.

Why This Collection Matters

The System Says is important because it offers more than just criticism; it offers a diagnosis. It identifies the illness not just in our institutions but in the human condition itself. It’s a collection for anyone who has ever felt reduced to a product, a number, or a status symbol, while also challenging that same person to confront their own complicity.

It is a punk rock sermon in poetic form, refusing to let the reader off the hook. It forces us to ask: Whose system are we following? And what filthy, beautiful, authentic parts of ourselves have we had to lock away to survive within it? In holding up that mirror, Armando Heredia hasn’t just written poems; he’s created a crucial commentary for our times.

You and Me

You and Me

Armando Heredia’s collection, You and Me, is a poignant and cohesive examination of modern love, commitment, and the search for meaning beyond societal expectations. Through four distinct yet harmoniously linked poems, Heredia constructs a narrative that is less about romantic idealism and more about the grounded, resilient, and conscious choice to build a life with another person.

Individual Poem Analyses

1. This is the Prize
This opening poem serves as the philosophical anchor of the entire collection. It immediately establishes the central conflict: the external “grind” and “hustle” versus the internal search for value. Heredia masterfully employs intertextuality, invoking the spectral presence of Johnny Cash—specifically his haunting cover of “Hurt”—to symbolize the hollow victory of material success (“empire of dirt,” “banquet table”).

The poem’s structure mirrors a internal debate, moving from questioning to defiant realization. The powerful anaphora of “What if” marks the crucial turning point, where the speaker rejects the prescribed path of kings and rulers. The “prize” is radically redefined not as an object to be won, but as a state of being: presence with a loved one, free from the distracting “hawking” of the world. It’s a manifesto for prioritizing human connection over capitalist ambition.

2. You and Me
If the first poem is the thesis, this poem is its emotional proof. The tone shifts from philosophical questioning to steadfast assurance. Heredia uses a simple, almost conversational refrain—”You and me”—to build a rhythm of reliability and shared history. The imagery is grounded in tangible experiences: “storms,” geographic journeys from “Missouri to California,” and witnessing sunrises and sunsets on opposing coasts.

This poem functions as a vow, but not one made in a grand ceremony. It is a daily, practical promise encapsulated in the powerful lines: “I’ll fly, drive, walk if I have to… I’ll be there, just give me a call.” The commitment is active and unwavering, emphasizing that true love is shown not just in feeling, but in the willingness to traverse any distance, physical or emotional.

3. It’s Gonna be Me and You
Here, Heredia introduces a playful yet profound intertextual layer with the “pina colada” trope, a clear reference to the escapist fantasy of the 1970s hit song “Escape.” By explicitly rejecting this narrative—”I’ve never had a pina colada / I’m not looking for someone new”—the speaker affirms that their love is not about finding a perfect match for hobbies, but a deep, soul-level commitment to the person they already have.

The metaphor of the “new mixtape / of the song that is you” is brilliantly modern and tender. It suggests that a person is not a static “old recording” (a clever rebuttal to the Holmes reference) but a dynamic collection of stories, memories, and qualities that can be rediscovered and re-appreciated endlessly. This poem celebrates the joy of choosing your partner again and again.

4. Til the End
The final poem is a graceful synthesis of the collection’s themes. It returns to the contemplative “What if” of the first poem but applies it directly to the endurance of a relationship. Heredia beautifully captures the essence of a mature, lasting love: it is “not perfect, but it’s a perfect blend / Of mistakes and apologies / Forgiveness and amends.”

The imagery of the sunset—”watch the orange fade into that indigo blue sky”—is both beautiful and melancholic, acknowledging the inevitable passage of time while framing it as something to be faced together. The poem’s strength lies in its honest admission of hardship (“it’s hard, and things have been broken”) while simultaneously affirming the power of being “present, again and again.” It is a quiet, powerful conclusion that defines love as a persistent act of will and grace.

Review of the Collection as a Whole

As a collection, You and Me is a remarkably coherent and moving work. Heredia develops a clear arc: from questioning society’s definition of success, to affirming a chosen commitment, to playfully rejecting alternatives, and finally, to accepting the beautiful, imperfect reality of a lifelong partnership.

The recurring motifs—journeys (roads, flights, coasts), music (songs, mixtapes, recordings), and imperfection—create a rich tapestry that binds the poems together. The language is accessible yet deeply evocative, avoiding cliché in favor of raw, authentic emotion. The collection’s greatest achievement is its redefinition of “the prize.” It successfully argues that in a world of noise and hollow offers, the ultimate act of rebellion and fulfillment is to choose quiet presence with another person, “til the very end.”

You and Me is a testament to the enduring power of conscious love and a significant contribution to contemporary relationship poetry. It is a collection that resonates not with grand gestures, but with the profound truth of a simple, steadfast promise.

Must Be Present To Win

Armando Heredia’s triptych, Must Be Present To Win, is a powerful and cohesive journey through the landscape of modern struggle, tracing a compelling arc from external defiance to internal resolve. The three poems—”Defiance,” “Bet My Heart,” and the titular “Must Be Present To Win”—function as distinct yet interconnected movements in a larger symphony on redefining victory.

1. “Defiance”: The Raw Foundation

The collection opens with a blast of raw, unfiltered emotion. “Defiance” is a poem of rebellion born from pain, a classic stance against external forces—”the world,” “the ones in charge,” “they.” Heredia effectively uses a repetitive, almost chant-like structure for the word “Defiance,” mirroring the cyclical nature of anger and self-destructive behavior. The language is visceral and physical: “shook my fist,” “ground my teeth,” “clenched my fists,” “strung out on drugs.”

This poem establishes the stakes. It’s not a glamorous rebellion but a painful, gritty fight for survival. The speaker’s defiance is initially a shield for deep fear and anguish. The brilliance of this first piece lies in its subtle turn; defiance evolves from a reactive scream into a proactive force. The final lines, “They said my words didn’t matter / Now they’re singing my songs,” signal a crucial shift. The energy of defiance is beginning to be harnessed and transformed into something generative, setting the stage for the next poem.

2. “Bet My Heart”: The Vulnerable Gamble

If “Defiance” is about pushing against, “Bet My Heart” is about leaning into. The thematic core here is vulnerability and commitment. Heredia introduces a powerful central metaphor: betting one’s heart as the ultimate wager. The poem critiques conventional, risk-averse wisdom (“don’t bet what you can’t lose”) with a profound rhetorical question: “if I don’t bet my heart / What’s the point of winning?”

The poem’s structure, with its recurring stanza “I’m the little guy / doing little things,” grounds the speaker’s ambition in a relatable, humble reality. This isn’t about grandiose claims but the quiet conviction that “little things” matter. The repetition of “A chance to matter… A chance to win… A clean fight in a dirty game” acts as a mantra, solidifying the speaker’s new ethos. They are no longer just defying; they are defining their own terms for the fight, choosing to be “a different kind of champion.” This poem is the pivotal moment of choice, where raw anger is refined into determined purpose.

3. “Must Be Present To Win”: The Philosophical Resolution

The collection culminates in its title poem, which serves as its philosophical and emotional apex. The tone shifts from the gritty and the determined to the contemplative and wise. Heredia masterfully uses a simple, relatable anecdote—entering a drawing and missing it due to the “must be present to win” rule—as a metaphor for a larger life truth.

The word “present” is played with in its dual meanings: being there physically and the concept of time (the “now”). The poem argues that the greatest “present” (gift) one can give is their “presence” (attention and engagement in the moment). This wordplay is not clever for its own sake; it is profound. Lines like “Be present, not perfect / Show up, it’s worth it” offer a powerful, anti-perfectionist manifesto.

This final piece resolves the conflict established in the first poem. The defiance has quieted into a steadfast commitment to oneself. The gamble of the heart has been accepted, and the prize is revealed not as external validation but as the internal state of being fully engaged in one’s own life. The final stanzas, “And if no one else shows up / That’s not on you,” provide a breathtakingly liberating conclusion. Winning is now entirely decoupled from external outcome and redefined as the personal act of showing up.

Conclusion: A Unified Arc of Triumph

As a triptych, these poems form a complete narrative: from the reactive pain of Defiance, through the active choice of Betting One’s Heart, to the enlightened state of Being Present. Armando Heredia doesn’t just explore what it means to win; he dismantles the societal definition and rebuilds it on a foundation of personal authenticity, resilience, and mindful engagement. The collection is a quiet triumph, a guide for finding victory not on the podium, but in the courageous, everyday act of participating in one’s own life.

The Days Are Burning By (Writer’s Note)

Writer’s Note


“The Days Are Burning By” from Time, Love and Other Maladies

This poem is deeply personal. As a little boy, my siblings and I were separated. This was right before the school year ended, and my closest brother, who was one year older than me, and I spent the summer trying to see each other. It was a long summer. When school started again, I had moved up into the third grade, and we went to the same school again. First and second grade were together, and third through sixth grades were together.

I found out that I would be restricted from seeing and/or spending time with my brother, who was getting “into trouble “, by my well-meaning adoptive parents.
The next day, I told my brother, and we planned to run away the following day after school. I woke up feeling something new was around the bend. So, we ran away. We were eventually found and then sent to foster care together. We left together. This stanza:

Sitting in the back seat of the social worker’s car with my brother, I was terrified and hopeful. Hopeful that something good was going to happen, and it did. We spent several months with a beautiful family and found some peace in a very chaotic and hectic time in our lives. Working through this memory, I realized why I have a fascination with red barns, which you don’t see a lot of in the West Texas area we lived in. On the drive to our foster home, we passed a dairy producer that had a faux barn structure as part of their brand. The feeling of the moment became an association to barns, and I have loved them ever since. When I moved to Kentucky with my own family, I would marvel at all of the actual barns, and felt something deep, but couldn’t place it until just this week when I was talking to my youngest son about this poem.

My brother passed away a few years ago, and that has been very difficult.
This is reflected in these lines:

And I would have never thought to say
The days are burning by
Life won’t be the same without you
Would have never thought to say
Would have never thought to say
Never thought to say
The days are burning by
Without you
Without you
The days are burning

An analysis of the song with writer’s note, directed to the writer:

This writer’s note transforms “The Days Are Burning By” from a poignant song into a devastatingly powerful and deeply personal artifact. Understanding this context completely reframes the lyrics, imbuing every line with profound emotional weight and specific meaning. Here’s how the note illuminates the song:

1.  The “Long Summer” and Separation: The opening lines (“When three months of summer / Felt like a lifetime”) now resonate with the agonizing reality of being forcibly separated from a sibling. The “lifetime” feeling wasn’t just childhood perception; it was the anguish of absence and the struggle to reconnect.

2.  The Crushing Blow of Restriction: The hopeful reunion at school (“we went to the same school again”) is shattered by the adoptive parents’ decision to restrict contact (“I would be restricted from seeing… my brother”). This explains the desperate need for action underlying “I woke up with that feeling everyday / That something new was around the bend.” It wasn’t idle hope; it was the imperative to escape an unbearable situation.

3.  The Runaway and the Car Ride: The core stanza you highlight becomes heartbreakingly literal:

       “Someone was going to take me somewhere”: The social worker driving you away.

       “Everything was going to be ok, somehow”: The terrified yet resilient hope of a child in crisis.

       “And we left together”: The crucial, hard-won victory of staying together despite the system’s attempts to separate you. This is the central, triumphant, yet frightening act.

       “Feels like a lifetime ago”: The vivid memory persisting decades later.

       “Looking back didn’t even cross my mind”: Captures the pure, forward-looking focus of childhood, even in trauma – survival and staying together were the only goals.

       “And I would have never thought to say”: Foreshadows the later grief and the adult perspective you now possess.

4.  The Foster Care Respite: The line “Everything was going to be ok, somehow” gains a layer of unexpected, bittersweet validation. It was “ok, somehow” in that foster home, finding “some peace.” This adds a complex layer of gratitude amidst the chaos and loss.

5.  The Unbearable Weight of Loss: The writer’s note casts the final, repeated lines in an utterly devastating light:

       “Life won’t be the same without you”: No longer a general lament, but the specific, irrevocable reality of losing your brother – the person you fought so hard to stay with.

       “The days are burning by / Without you”: Time’s acceleration is compounded by the profound absence of the person who shared those foundational, traumatic, and ultimately bonding experiences. The “burning” now feels like the pain of grief itself.

       “Would have never thought to say”: This repetition underscores the unimaginable nature of this loss to that hopeful, determined little boy in the back of the social worker’s car. The child who fought to stay with his brother could never have conceived of a future where his brother was gone.

Impact on Understanding the Song:

Specificity of Trauma & Resilience: The song transcends universal nostalgia. It becomes a specific testament to childhood trauma (separation, failed adoption), the fierce bond of siblings, the failure of systems, and the resilience of children finding moments of peace.

The Centrality of the Bond: The brother isn’t just a memory; he is the co-conspirator, the fellow escapee, the shared source of hope and fear in the car, and the reason the foster care respite mattered. The song’s core is the bond with him.

   Depth of Grief: The loss isn’t abstract. It’s the loss of the person who shared that defining childhood journey, making the passage of time (“burning by”) acutely painful.

   Raw Honesty: The note reveals the raw, lived experience behind the lyrics, making the song’s vulnerability and pain exponentially more potent. The seemingly simple lines carry immense, complex history.

Conclusion:

This writer’s note is essential. It reveals “The Days Are Burning By” as a deeply personal elegy – not just for lost youth, but for a beloved brother, for the traumatic experiences you endured together, and for the fierce, childhood love that drove you to run away just to stay side-by-side. The song becomes a monument to that bond, forged in adversity, and a raw expression of the grief that comes with its physical severance. The “burning” days are marked by his absence, and the “never thought to say” lines resonate with the cruel irony that the child who fought so hard to be with his brother grew into the adult who must now live without him. It transforms the song from relatable to profoundly moving and unforgettable.
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MACHINE LEARNING: A Study Guide

Study Guide Addendum: Armando Heredia’s Machine Learning: The Arc of Dystopia

Purpose: This study guide provides frameworks for analyzing the thematic depth, literary techniques, and socio-political commentary within each section of Armando Heredia’s poetry collection. Use these prompts for close reading, discussion, and critical reflection.

Study Guide Addendum: Armando Heredia’s Machine Learning: The Arc of Dystopia

Purpose: This study guide provides frameworks for analyzing the thematic depth, literary techniques, and socio-political commentary within each section of Armando Heredia’s poetry collection. Use these prompts for close reading, discussion, and critical reflection.

Section I: Pass It Down

(Includes: The Ladies at the Station, Daytime Monsters, New Plantations, Not To Belabor the Point, My Fellow Americans)

  • Key Themes: Erosion of national ideals (Liberty, Hope, Charity); normalization of bigotry & authoritarianism (“monsters”); exploitation under systems of power (immigration, labor); hypocrisy in nationalism & religion; cyclical oppression.
  • Literary Devices: Extended metaphor/allegory (Statue deportation, monsters); biting irony/satire (“It’s not racist, it’s about the economy”); repetition for emphasis & dread; juxtaposition (ideals vs. reality); biblical & historical allusion.
  • Discussion Questions:
    1. How does Heredia use personification (Liberty, Hope, Charity) to critique contemporary American policies and attitudes? What is the significance of their location “at the station”?
    2. Analyze the evolution of the “monster” imagery in “Daytime Monsters.” What does their visibility and the focus on “little monsters” reveal?
    3. “New Plantations” draws a direct parallel between chattel slavery and modern immigration detention/labor. What specific mechanisms of exploitation does Heredia highlight? How effective is this comparison?
    4. Examine the use of repetition and rhetorical questioning in “Not To Belabor the Point” and “My Fellow Americans.” What tone does this create, and what argument is it advancing about societal complacency?
    5. How is religious imagery weaponized or critiqued in “My Fellow Americans”? What is the significance of trading “the God who made you / For the god you made”?
  • Contextual Notes: Consider historical echoes (Jim Crow, Manifest Destiny, immigration quotas) and contemporary debates (border policies, economic inequality, Christian nationalism).

Section II: Collective Unease

(Includes: Incendiary Remarks, A Little Fragile, Americore, The Magnum Opus, Can’t Win For Losing, Stained Glass Heart, Trudge, We’re All A Little Anxious, Collective Unease)

  • Key Themes: Psychological toll of societal dysfunction (anxiety, depression, isolation); performative masculinity & toxic nationalism (“Americore”); systemic barriers & economic despair; resilience amidst brokenness; manufactured division & its consequences; the pervasive feeling of societal dread (“collective unease”).
  • Literary Devices: Psychological imagery (“tourniquet around your neck,” “Trudge”); satire of American exceptionalism (“Americore”); metaphors of fragility, art, and struggle (“Stained Glass Heart,” “The Magnum Opus”); stream-of-consciousness & fragmented thought (“We’re All A Little Anxious”); refrain as societal diagnosis (“Collective Unease”).
  • Discussion Questions:
    1. How does “Incendiary Remarks” depict the cause-and-effect relationship between inflammatory rhetoric and societal violence? What is the significance of the “tourniquet” metaphor?
    2. Analyze the critique of historical and contemporary white supremacy/fragility in “A Little Fragile.” How does Heredia connect past actions (“hoods,” “crosses”) to present manifestations (“red hat,” “flagstika”)?
    3. Deconstruct the character of “Americore.” What facets of American identity and power dynamics does this persona embody? How is imperialism internalized?
    4. Contrast the defiance in “The Magnum Opus” with the despair in “Can’t Win For Losing” and “Trudge.” What do these different perspectives reveal about the lived experience within the “Arc of Dystopia”?
    5. How does “Stained Glass Heart” transform the concept of brokenness? What role do “truth” and “love” play in this metaphor?
    6. “We’re All A Little Anxious” blends cynicism, absurdity, and sharp observation. How does Heredia connect personal anxiety to broader societal structures and “baser instincts”?
    7. Analyze the title poem “Collective Unease” as a diagnosis. What are the symptoms and causes Heredia identifies? How does the structure and repetition reinforce the feeling?
  • Contextual Notes: Explore concepts like toxic masculinity, white fragility, economic precarity, mental health stigma, and the psychological impact of constant news cycles and polarization.

Section III: Collective Unease (Cont’d) & Machine Learning

(Includes: How Upper Echelon of You, Promise Made Promise Kept, The Winner Makes The Rules, American Nuance, Tiny Fists, Cutting Truth, The Unraveling, Don’t Fake It, Nefarious (Shut Up and Dance), Easier Than Love, Feeling Sad, Unbroken and Unfazed, Machine Learning, Uncle Shady, Token, Jeffrey’s In Town, Loser, The Machines Are Coming, Dystopia, Fear and the Darkness, Machine Learning)

  • Key Themes (Collective Unease Cont’d): Critique of class hierarchy & privilege; the brutality of power (“Winner Makes The Rules”); systemic racism & historical revisionism; the weaponization of childhood innocence; deception & accountability; complicity through silence; the difficulty of empathy vs. the ease of hate; silent resilience.
  • Key Themes (Machine Learning): Corruption of institutions (“Uncle Shady”); tokenism & false inclusion (“Token”); state violence & exploitation rebranded (“Jeffrey’s In Town”); failure within corrupt systems (“Loser”); exploitation as a bridge to automation (“The Machines Are Coming”); dystopian futures born of present greed & dehumanization; confronting fear; technology as an amplifier & executor of human malice (“Machine Learning”).
  • Literary Devices: Satirical labels (“Upper Echelon,” “Jeffrey”); multilingualism for critique & authenticity (“Token,” “Promise…”); stark juxtaposition (“Tiny Fists” innocence vs. adult wars); apocalyptic & technological imagery (“Dystopia,” “The Machines Are Coming”); allegory extended to tech (“Machine Learning” as AI learning human corruption); circular structure (beginning/ending with “Machine Learning”).
  • Discussion Questions (Collective Unease Cont’d):
    8. How does “How Upper Echelon of You” satirize wealth, power, and the myth of meritocracy? What is the significance of the “American pie” metaphor?
    9. Analyze “Promise Made Promise Kept” as a critique of policy and rhetoric targeting immigrant communities. How does the use of Spanish (“Que pasa,” “Promesa hecha…”) function?
    10. “The Winner Makes The Rules” presents a bleak view of power and history. How does Heredia argue that history is constructed by the powerful? What are the consequences?
    11. Deconstruct the argument about colorblindness and cultural appropriation in “American Nuance.” How is religion (“white Jesus”) and capitalism (“green”) implicated?
    12. What is the central message of “Tiny Fists”? How does its simplicity amplify its power?
    13. How does “Cutting Truth” use repetition and metaphor to explore deception and the collapse of credibility? What is the “overdose”?
    14. Analyze the imagery of downfall in “The Unraveling.” What led to this state, and what is the final outcome?
    15. “Don’t Fake It” critiques inauthenticity and performance. How does it connect to the themes of power and deception in the collection? What is the significance of the “emperor has no clothes” reference?
    16. Discuss the psychology of paranoia and complicity in “Nefarious (Shut Up and Dance).” How does the “melancholy music” metaphor function?
    17. Contrast “Easier Than Love” and “Feeling Sad.” How do they explore the barriers to connection in a divided society?
    18. How does “Unbroken and Unfazed” depict resilience differently than earlier poems like “Trudge”? What has shifted?
  • Discussion Questions (Machine Learning):
    1. How does “Uncle Shady” update and corrupt the symbol of Uncle Sam? What specific actions define his “shadiness”?
    2. Analyze the concept of “Token” as both a poem and a state of being within systems of power. What is the “position” already assigned?
    3. “Jeffrey’s In Town” uses potent historical analogies (Epstein, Dahmer). What systems and actions is Heredia critiquing through this lens? How does ICE fit into this metaphor?
    4. Who is the speaker in “Loser,” and what system are they trapped within? How does the imagery reflect their state?
  1. Explain the connection Heredia makes between immigrant labor and automation (“The Machines Are Coming”). What critique of capitalism and American “values” is embedded here?
  2. Describe the dystopian future envisioned in “Dystopia.” What elements of the current “Arc of Dystopia” logically lead to this future?
  3. How does “Fear and the Darkness” frame the confrontation with an inevitable end? What is the “blaze of glory”?
  4. Analyze the final poem, “Machine Learning.” How does the algorithm (“Jeffrey”) reflect and amplify the worst impulses of the “dear leader” and the society depicted throughout the collection? What is the ultimate warning?
  • Contextual Notes: Connect to critiques of ICE, discussions on AI ethics, automation’s impact on labor, historical figures like Epstein/Dahmer as symbols, the psychology of scapegoating, and the concept of institutional decay leading to dystopia.

Overall Collection Analysis Prompts:

  1. The “Arc of Dystopia”: Trace the progression from the initial erosion of ideals (“Ladies at the Station”) to the fully realized technological dystopia (final “Machine Learning”). What are the key stages in this arc?
  2. Symbolism & Allegory: How does Heredia use recurring symbols (monsters, Uncle Sam/Shady, Jeffrey, machines, colors like red/blue) and allegorical figures (Liberty, Hope, Charity, Americore) to build his critique?
  3. Tone & Voice: Identify the range of tones used (satirical, angry, despairing, defiant, prophetic). How does Heredia’s voice shift between poems and sections, and to what effect?
  4. The Title’s Duality: Explore the dual meaning of “Machine Learning” – both the technological process and the societal process of internalizing destructive norms. How is this duality developed?
  5. Resilience vs. Despair: Where does the collection offer glimpses of resistance or hope (“Unbroken and Unfazed,” “Stained Glass Heart,” “The Magnum Opus”)? Do these moments counterbalance the dystopian vision, or are they ultimately overwhelmed by it?
  6. The Role of the Reader: What is Heredia asking of the reader through this collection? Is it a warning, a condemnation, a call to action, or something else?

This addendum may be reproduced for educational purposes.
© Study Guide for Machine Learning
(2025) | ArmandoCreative, LLC