Thursday, January 12, 2023

The horror! The horror! ChatGPT gets lost while summarizing Heart of Darkness

I have already reported that ChatGPT failed in an attempt to summarize Sir Gawain and the Green Knight. Heart of Darkness is a very different text, but similar in length (roughly 40K words). I note that while we do not think of summarizing a text as something requiring creativity, it is difficult to do well.

Note that I have blogged extensively about Heart of Darkness and have gathered many of those posts into a working paper: Heart of Darkness: Qualitative and Quantitative Analysis on Several Scales, https://www.academia.edu/8132174/Heart_of_Darkness_Qualitative_and_Quantitative_Analysis_on_Several_Scales_Version_3.

Could you summarize Heart of Darkness.

Heart of Darkness is a novella by Joseph Conrad that tells the story of a man named Charles Marlow, who is sent on a journey up the Congo River to find and bring back a rogue trader named Kurtz. Along the way, Marlow encounters the brutal realities of colonial exploitation and the darkness of the human soul. The novella is considered a classic of literature and is widely studied for its themes of imperialism, madness, and the search for meaning.

That’s a bit short. The final sentence tells us almost nothing about what happens. Let’s dig in for more information:

How does the story begin?

The story begins with the narrator, Charles Marlow, telling his story to a group of men on a boat anchored on the Thames River in London. He begins by describing how he got the job as a riverboat captain in the Congo Free State, a colony controlled by a private company. He sets off on a journey up the Congo River to meet Kurtz, an enigmatic figure who has become a god-like figure to the local people and has a reputation as a brilliant and gifted man. However, as Marlow travels deeper into the jungle, he begins to uncover the brutal realities of colonial exploitation and the darkness that lies within the human soul. He also hears stories about Kurtz and his descent into madness. The story starts with Marlow's journey and his reflections on the journey and the people he meets.

How does he get his job?

Marlow gets his job as a riverboat captain in the Congo Free State through an acquaintance of his aunt. The company that controlled the colony was in need of a captain for one of their steamboats, and Marlow's aunt's acquaintance, who was a Director of the company, recommends him for the job. Marlow is not particularly qualified for the position, but he is eager to take on the challenge and sees it as an opportunity to satisfy his curiosity about the Congo and the mysterious Kurtz. He is also drawn to the idea of traveling to the "blank spaces" on the map, the unknown and unexplored areas of the world.

What happens on his trip upriver?

On his trip up the Congo River, Marlow encounters a number of obstacles and challenges. He first has to deal with the treacherous and unpredictable nature of the river itself, which is full of rapids and obstacles. He also has to deal with the heat and the dense jungle, which make the journey physically demanding.

As he travels deeper into the jungle, Marlow also encounters the brutal realities of colonialism. He sees firsthand the exploitation and oppression of the native people by the European colonizers, and the greed and corruption that drive the colonial enterprise. He also witnesses the dehumanizing effects of this system on both the colonizers and the colonized.

Marlow also meets a number of people on his journey, including a group of European traders and adventurers, who are all in search of ivory and other resources. These men are portrayed as being morally bankrupt and unfeeling, driven only by their greed.

As Marlow gets closer to his destination, he begins to hear more and more about Kurtz and his descent into madness. Marlow becomes increasingly obsessed with meeting Kurtz and understanding the truth about him. In the end, Marlow finally meets Kurtz and is shocked by what he finds. Kurtz, who was once a brilliant and idealistic man, has become a tyrant, using the native people for his own gain and imposing his will through fear and violence. The meeting with Kurtz is the climax of the story, which also marks the end of Marlow's journey.

That last sentence is dead wrong. In the rest of this interaction ChatGPT keeps making errors and I keep guiding it back on track. Finally, I just give up.

Really? I thought his journey ended when he returned from the Congo and talked with someone? Who did he talk with?

You are correct that Marlow's journey to the Congo ends when he returns and his story is being told to a group of men on a boat anchored on the Thames River in London. The men listening to Marlow's story are not identified, but they are described as being "ordinary types" and Marlow seems to be talking to them because he wants to share his experiences and what he has learned from his journey. The story is framed as Marlow telling his story to these men, and it is through his storytelling that the reader is able to understand and interpret the events of the novel.

Didn't he talk with those men long after he'd returned?

Yes, you are correct. Marlow tells his story to the group of men on the Thames River long after he has returned from his journey to the Congo. It is not specified in the book how much time has passed between Marlow's return from Congo and the moment he is telling the story, but it's implied that it's some time after. The story is presented as a recollection of Marlow's experiences and thoughts, rather than a contemporaneous account of them.

Did he ever talk with Marlow's fiance?

It is not specified in the story whether Marlow ever speaks with his fiancée about his journey to the Congo or his experiences there. The fiancée is not a character in the story, and there is no mention of her being informed or involved in any way with Marlow's journey. The focus of the story is on Marlow's inner journey and his reflections on the events he witnesses, rather than on his personal relationships.

Didn't Marlow talk with Kurtz's fiancée to tell her about Kurtz's death?

You are correct, towards the end of the novella, Marlow does meet Kurtz's Intended, his fiancée. Marlow feels a sense of obligation to inform her of the truth about Kurtz, who has been described as a god-like figure by the Company and the people in the colony. When he meets her, he does not give her a straight answer about Kurtz's condition when he died, instead he presents him as a man of great talents and virtues, he even lies to her saying that Kurtz's last words were her name. Marlow does this because he believes that the truth about Kurtz's descent into madness and tyranny would be too difficult for her to bear and it would be better for her to remember him as the man she loved.

What happens on the river journey a couple of hours before they reach the Central Station?

A couple of hours before they reach the Central Station, Marlow and his crew come across a scene of devastation caused by the Company's exploitation of the area's resources. They encounter a large group of native people who are dying of starvation and disease. The Company had taken all the resources from the area and left the local people with nothing. Marlow and his crew also come across a group of Company's agents who are in charge of extracting ivory, they are described as being indifferent to the suffering of the native people, they only care about the ivory and their own profit.

The scene is a powerful representation of the brutal and inhumane nature of colonial exploitation, and it serves as a stark contrast to the idealistic rhetoric of "civilizing the savages" that is used to justify it. Marlow is deeply affected by what he sees and it serves to reinforce his growing realization of the darkness and evil that lies at the heart of the colonial enterprise.

Are they attacked?

It is not specified in the story that Marlow and his crew were attacked during this scene, but they were certainly in a dangerous and hostile environment. They were in an area controlled by the Company, and the native people were likely resentful and hostile towards the Europeans who had taken their resources and caused them so much suffering. Marlow and his crew may have been in danger of attack, but it is not explicitly stated in the text. The focus of the scene is on the suffering of the native people and the indifference of the Company's agents, rather than on the safety or well-being of Marlow and his crew.

What happens to the helmsman?

The helmsman of Marlow's steamboat is killed during the journey up the Congo River. The death of the helmsman is not described in much detail, but it is implied that it was a sudden and violent event. Marlow and his crew are forced to continue their journey without a helmsman, which makes the journey even more difficult and dangerous.

The death of the helmsman symbolizes the random and arbitrary nature of violence and death in the colonial context. It also serves to underscore the danger and harshness of the environment that Marlow and his crew are navigating, as well as the indifference of the Company towards the safety and well-being of its employees.

Isn't the helmsman killed when the boat is attacked by natives on the shore?

I apologize, you are correct. The helmsman is killed when the boat is attacked by natives on the shore. The attack takes place when Marlow and his crew are nearing the Inner Station, which is the station where the company's ivory trade is managed. The attack is sudden, and the helmsman is killed by an arrow shot by one of the attackers. The attack was likely an act of retaliation by the native people who were resentful of the company's exploitation of their land and resources. Marlow's steamboat is also damaged during the attack, and they are forced to stop and make repairs before they can continue their journey.

I thought it was a spear.

I apologize for the confusion, you are correct that the helmsman was killed by a spear, not an arrow. The attack takes place when Marlow and his crew are nearing the Inner Station, which is the station where the company's ivory trade is managed. The attack is sudden, and the helmsman [I stopped it from generating]

What happened after the helmsman was struck by a spear?

After the helmsman is struck by a spear, Marlow and his crew are forced to stop and make repairs to the steamboat. They are also forced to navigate the remaining stretch of the river without a helmsman, which makes the journey more difficult and dangerous. Marlow is deeply affected by the death of the helmsman, and it serves to reinforce his growing realization of the darkness and evil that lies at the heart of the colonial enterprise. The attack also serves to underscore the danger and harshness of the environment that Marlow and his crew are navigating, as well as the hostility of the native people towards the European colonizers.

Doesn't the helmsman fall bleeding on the deck?

Yes, you are correct that after the helmsman is struck by a spear, he falls bleeding on the deck of the steamboat. The attack on the steamboat is sudden and the helmsman is caught off guard, he falls on the deck and is unable to continue working. The crew tries to attend to the helmsman's wounds but he quickly dies from the spear injury. The death of the helmsman is a tragic event, not only for him and his crewmates but also for it serves as a reminder of the hostility of the native people and the dangerousness of the environment they are navigating. The death also serves to reinforce Marlow's growing realization of the darkness and evil that lies at the heart of the colonial enterprise.

What did Marlow think about the helmsman?

It is not specified in the text what Marlow specifically thought about the helmsman, but it is likely that he had mixed feelings. On one hand, Marlow may have felt a sense of responsibility for the helmsman's death, as he was the captain of the steamboat and was leading the journey. On the other hand, Marlow may have also felt a sense of sadness and loss for the helmsman's death, as the helmsman was a member of his crew and a fellow human being. Marlow may also have felt a sense of anger and frustration towards the native people who attacked the steamboat, as they were responsible for the helmsman's death.

It is also possible that the death of the helmsman serves as a reminder of the arbitrary and senseless nature of violence in the colonial context. It also serves to underscore the danger and harshness of the environment that Marlow and his crew are navigating, as well as the indifference of the [stopped it from generating]

Didn’t Marlow compare the helmsman with Kurtz?

You are correct that Marlow makes a comparison between the helmsman and Kurtz, specifically in the way that they both met their ends. Marlow reflects on how both men died violently and alone, far from their homes and loved ones. He also notes that both men's deaths were arbitrary and meaningless, and that they were both victims of the darkness and evil that lies at the heart of the colonial enterprise. Through this comparison, Marlow is emphasizing the senselessness of violence and death in the colonial context and drawing attention to the moral emptiness at the heart of the colonial enterprise.

The death of the helmsman is the single most dramatic event in the book. It happens a bit over half-way through. The helmsman is speared in the chest and falls bleeding to the deck. At that point Marlow launches into a digression in which he gives us a precis of Kurtz’s career. The digression ends with an explicit comparison between Kurtz and the helmsman, a comparison that is arguably at the heart of the story. Once Marlow finishes with the comparison he returns to the main thread of the story. That is, he returns to his helmsman bleeding out on the deck:

"Poor fool! If he had only left that shutter alone. He had no restraint, no restraint—just like Kurtz—a tree swayed by the wind.

As soon as I had put on a dry pair of slippers, I dragged him out, after first jerking the spear out of his side, which operation I confess I performed with my eyes shut tight. His heels leaped together over the little door-step; his shoulders were pressed to my breast; I hugged him from behind desperately. Oh! he was heavy, heavy; heavier than any man on earth, I should imagine.

Then without more ado I tipped him overboard. The current snatched him as though he had been a wisp of grass, and I saw the body roll over twice before I lost sight of it for ever. All the pilgrims and the manager were then congregated on the awning-deck about the pilot-house, chattering at each other like a flock of excited magpies, and there was a scandalized murmur at my heartless promptitude. What they wanted to keep that body hanging about for I can't guess. Embalm it, maybe.

I discuss this incident – the spearing, the digression, tipping the helmsman overboard – in a long blog post, Heart of Darkness 6: Some Informal Notes about the Nexus. That is included in the working paper.

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