06/8/26

GenAI and a Writing Assignment

Imagine my surprise when ChatGPT offered up my own writing as the source for a prompt I had given it. The bot blithely explained it didn’t know who I was, but that my work fit perfectly. Flattery I wondered?

I had been wondering what a GenAI output might look like. When it first came out publicly I tried it out and found it lacking.  Use by my students were obvious and often seriously flawed. Since then I have changed teaching practices to limit most AI use, but just the same tech changes made it worth trying it again.  So I took a  subject I know well and I asked the free ChatGPT to write a short essay.

“Please draft a first person autethnography of growing up working on a commercial fishboat in prince rupert bc, no more than 350 words.”  [as prompted, errors and all]. 

This could be the kind of question I assign in the Anthropology and Memoir class I teach.  It would likely be more generic, replace “growing up working on a commercial fishboat …” with a prompt about growing up and work experience.

This is what ChatGPT gave me:

Growing up on a commercial fishboat in Prince Rupert, British Columbia shaped my understanding of work, family, and community in ways that continue to influence me today. Some of my earliest memories are of waking before sunrise, hearing the hum of the engine, and watching the coastline emerge through the morning fog. Unlike many children, my classroom often extended beyond school and onto the deck of a fishing vessel.

Life on the boat demanded responsibility from an early age. As I grew older, I helped with tasks such as sorting fish, cleaning equipment, and preparing gear. The work was physically demanding and often performed in cold, wet conditions. Through these experiences, I learned the importance of discipline, teamwork, and perseverance. Everyone on board had a role, and the success of the fishing trip depended on each person doing their part.

Prince Rupert’s fishing industry was more than an occupation; it was a way of life. The rhythms of the seasons, weather patterns, and fish runs structured our family’s schedule. Conversations at home revolved around tides, market prices, and fishing conditions. This connection to the ocean fostered a deep respect for nature and an awareness of how livelihoods depend on environmental health.

At the same time, growing up in this environment revealed the uncertainties that fishing families face. Income could fluctuate dramatically depending on the catch, weather, and regulations. Witnessing these challenges taught me resilience and adaptability. I learned that hard work does not always guarantee success, but persistence remains essential.

Reflecting on my experiences through an autoethnographic lens, I recognize how the fishboat served as both a workplace and a site of cultural learning. It taught me practical skills, strengthened family bonds, and connected me to the broader fishing community of Prince Rupert. Growing up on a commercial fishboat was not simply where I spent my childhood; it was the foundation of my identity and my understanding of what it means to contribute to a community built around the sea.

In general the output is ok, rather bland and antiseptic, but could easily pass muster for a short assignment like this. I personally spent a lifetime on the water. There’s a lot in the above that sounds like a tourist visit to a boat trip, like the ‘hum’ of the engine.  Fishboat engines don’t hum, they shout.They are loud and often overwhelming presence that simply forms the background noise of work. But, in the blandness the bot was able to invoke a semblance of the experience.

I was curious about how it knew what to write so asked it what sources it used.

“I didn’t use any external sources for that draft. It was generated from your prompt and from general knowledge about commercial fishing communities in northern British Columbia, particularly themes that are common in autoethnographic writing: family labour, seasonal work, environmental dependence, community identity, and resilience.

Because an autoethnography is based on personal experience, the strongest source should be your own memories and reflections. If this is for an academic assignment, you would typically write from your lived experience and then, if required by your instructor, connect your experiences to scholarly sources.”

I was offered help in finding peer-reviewed sources, so I took it upon the offer.  I asked for three sources. This was what was provided:

For an autoethnography about growing up on a commercial fishboat in Prince Rupert, these three peer-reviewed sources are especially relevant:

  1. Menzies, C. R. (2019). Sea Legs: Learning to Labor on the Water. Anthropology of Work Review, 40(2), 77–89.
    This is probably the strongest source for your assignment because it is itself an autoethnographic account of growing up and learning to work on a commercial fishboat in British Columbia. It examines family labour, identity formation, masculinity, and learning through participation in the fishing industry. (ResearchGate)
  2. del Valle, E., Neal, B., Martínez-Candelas, I., Dann, P., Webb, D., & McClenachan, L. (2024). Fishing in Turbulent Waters: Resilience, Risk, and Trust in British Columbia’s Declining Commercial Salmon Fishery. FACETS, 9(1), 1–17.
    This article explores the challenges faced by commercial fishers in British Columbia, including economic uncertainty, adaptation, and resilience. It would support reflections about the instability of fishing livelihoods and the pressures on fishing families. (ScienceDirect)
  3. Menzies, C. R. (1990). Between the Stateroom and the Foc’s’cle: Everyday Forms of Class Struggle Aboard a Commercial Fishboat. NEXUS: The Canadian Student Journal of Anthropology, 8(1).
    Written by a commercial fisher and anthropologist, this article examines social relationships, work culture, authority, and crew dynamics aboard British Columbia fishing vessels. It provides useful context for discussing life aboard a fishboat as a social and cultural environment. (journals.mcmaster.ca)

These three sources would work well together because they connect personal experience, fishing culture, and the broader social and economic realities of commercial fishing in British Columbia.

I can attest to two of the articles being real. I checked the second one and found it is real, but it wouldn’t be anywhere near my personal go to on the ‘challenges faced by commercial fishers.’ But, when I saw the sources I asked it if it knew who I was.

“No, I don’t know who you are unless you tell me.

I can see only the information you provide in this chat and a few limited contextual details made available by the system (for example, an approximate location based on IP address). I don’t know your name, identity, workplace, family, or personal history unless you share those details during the conversation.

When you asked for an autoethnography about growing up on a commercial fishboat in Prince Rupert, I treated it as a writing prompt. I didn’t infer that you actually grew up there or that the experiences described were yours.

If you’re asking because of the fishing-related sources I suggested, those were selected because they are relevant to the topic you requested, not because I know anything about your identity.

I am not sure whether or not to believe the bot. I suspect, at least ‘technically, it doesn’t ‘know’ me.

I then asked it to share one more narrative that included a storm.

“Growing up on a commercial fishboat in Prince Rupert, British Columbia taught me lessons that extended far beyond fishing. The boat was both my workplace and my classroom, where I learned responsibility, resilience, and respect for the ocean from an early age.

One experience that remains vivid occurred during a fall fishing trip when I was a teenager. A storm moved in faster than expected, transforming a calm day into one of the most frightening moments of my childhood. The wind intensified, waves crashed over the bow, and the vessel rolled heavily as we worked to secure gear on deck. I remember gripping the rail tightly while rain and saltwater stung my face. Although I was scared, I also noticed how calmly the crew responded. There was no panic—only focus and teamwork.

Watching my family and crewmates navigate the storm revealed the culture of commercial fishing. Everyone understood their role and trusted one another. The experience demonstrated that safety depended not only on individual skill but also on collective effort. In that moment, I learned that courage was not the absence of fear; it was the ability to continue working despite it.

The storm also deepened my respect for the ocean. Growing up in a fishing family, I often viewed the sea as a source of income and adventure. That day reminded me that it was also unpredictable and powerful. No matter how experienced a fisher might be, nature ultimately commanded respect.

Reflecting on this experience through an autoethnographic lens, I recognize how it shaped my identity. The storm became a lesson in humility, perseverance, and community. It reinforced values that were central to life on the fishboat: hard work, mutual dependence, and adaptability in the face of uncertainty. Growing up on the water taught me that challenges are inevitable, but they can also become defining moments that shape who we are and how we understand the world around us.”

The bot added this comment at the end: “This version is more personal and narrative-driven, which is often preferred for autoethnography because it centers a specific lived experience and then reflects on its broader meaning.”

I’ve been through storms on the boat, some big, some bad, some just regularly run of the mill. I recognize the tired trope of  “man’s struggle against nature as character building” in this bot-story. I guess I could prompt the bot away from this bland triumph narrative.  But why would I want to? I am, after all, the source it drew upon in concocting both stories it gave me.

The writing, despite the bot’s effort, remains impersonal and generic. At the same time it would pass muster for a student assignment.  In my own writing I like to add more details that sink the story into who I am. There is enough data in the bots background for it to sense that more needed to be done. When I signed off the bot offered me this final piece of advice:

“If you end up writing your own version, the strongest passages will usually come from specific memories: the smell of diesel and fish, early morning departures, repairing gear, rough weather, interactions with crew members, or returning to port after a successful trip. Concrete details often make an autoethnography feel authentic and compelling.”

This I agree with up to a point.  I am not interested in my (or my students’ writing) to feel authentic and compelling.”  I want my writing to BE authentic and compelling.

08/29/19

The Truth About Grades

Grades are a ranking system. Grades do not measure some empirical achievement; there are a relative achievement determined by a judge (with whom all judged take issue with). Grades are an imperfect measure of learning. They capture some of what one learns. They often leave out more.

Educational ideology, from the right to the left, considers assessment at some level to be a criteria referenced, neutral process. The rhetoric exhorts each and every graded one to do more. The sentiment is that with just the right combination of grit, perseverance, hard work and skill, you too can get the A.

Grades, however, do not measure excellence. They allocate resources. They divide. They are what makes this world of the student every bit as real as the world of work for pay. Grades work against cooperation; they undermine solidarity. They pit one student against the other as grades are a limited resource and one person’s gain means someone else’s loss. Immediately upon handing out a sheet of grades each honest instructor knows in their heart of heart that the honeymoon is over. We can read it in the recipients very body language.

So what’s the point of bringing it up? We all know this truth in one way or another?  Grades are a definitive statement of the underlying structural relationship that guides human interactions for at least the past two hundred years wherein market mechanisms have driven valuations of individual worth and resource allocation. The point of bring up grades us that as long as one labours under the misconception that grades measure some innate ability of something that is theoretical obtainable by everyone most of us will remain unhappy; but more importantly we will remain without the capacity to really do anything about it.

Key Lessons About Grades

  • Grades are not arbitrary, they are normative.
  • Grades are an intrinsic aspect of capitalist society.
  • Grades are an imperfect measure of learning.

What Can One Do?

  • Recognize the reality of the conditions of your work.
  • Work to adapt to it (without compromising principles) and to change it.

I once heard the Canadian singer and television host Tommy Hunter in an interview say “the mechanic down the street is a better musician than I am. The difference is I’m a better businessman.”  Similar things could be said about getting grades. Grades don’t necessarily go to the ‘best’ student, they go to the person who is (in Hunter’s words) the best business person. It’s about figuring out what one needs to do.

Some of us have innate skills.   These skills lead to nowhere without hard work and good timing. They also rely upon figuring out the optimum labour investment to output. There is a nice marxist concept, socially necessary labour time, that I suggest is relevant here.  Put simply, “socially necessary labour time is the amount of labour time performed by a worker of average skill and productivity, working with tools of the average productive potential, to produce a given commodity.” That means a student who invests a maximum effort into a paper shouldn’t expect a maximum grade.  It’s not how much effort one puts in, it is what kind of effort. For some taking more time might produce an average output. For other students a sub-average input might yield a superior output. The quality of the output then (as measured in grades) is not related to the time invested by a student.

It is important to recognize that there are many differnt paths that lead from one’s education. It is as though one is standing at the center of a garden with paths radiating out from in many directions. You are, in this moment, free to choose. Choice is power, but remember some paths are less forgiving than others. What is most important for you as a learner? mastery of a skill, learning something transformative, or accumulating a grade?

Through out my own life I have tended to focus on my learning, not the grade. This has consequences. Faced with an assignment I may not like, appreciate, or value, I would select something differnt, something that would give me a platform to contribute and allow me to exercise my voice. I would advise something similar to learners more intersted in learning than accumulating grades. Put a small piece of yourself into the work, but remember the work is not you, nor is it a measure of you. It is merely something you did one day.

Your task, no matter what you think or feel it is, is not todo a better paper next time. It is to learn, to develop, to explore. The paper is secondary. The mark will be forgotten But, what you take up as yours, what you take as your experience and knowledge will outlast any grade.

 

 

10/4/13

Term Research Paper

Students will write an ethnographic essay of five double spaced pages maximum.  Students will develop their paper topics in collaboration with their teaching assistant and instructor.  Students will draw from the course ethnographies, Cuban Color, Made in Madagascar, or Redflags and Lace Coiffes, for inspiration in the crafting and research of their own papers.  For evaluation criteria see “writing formal essays” guide on course outline.

Click here for a sample first year research paper (this paper was written by your professor when he was a 1st year student).

The paper is due November 22nd.  Because tutorials are cancelled on November 22nd, you will hand in your paper copy of your term paper in the dropbox provided in AnSo Building, right across from the Anthropology Department Main Office.  You will need to date stamp your paper and put it in the dropbox.  The office closes before 4:30 so you would be well advised to hand in your paper during the normal scheduled time for your Friday tutorial. 

 

Rules of Engagement

No matter what question you end up using to write on,  your paper must conform to these rules:

  1. Your essay must draw from at least one of the course ethnographies.
  2. In addition to drawing from one of the course ethnographies you must cite at least two other anthropological journal publications in your research paper.
  3. We encourage you to focus your papers on the theme of globalization.  Consider ways in which tourism, eco-tourism, race, and/or gender are shaped by and/or shape processes of globalization.
  4. NO WEB SOURCES.  The articles or books that you cite in your paper must be appropriate peer-reviewed publications.  Wikipedia or other internet sources are not acceptable for use in this paper.
  5. Your papers are to be arguments –not descriptions.
  6. Make an effort to incorporate key concepts that are raised in class (i.e. power, social organization, production, economic activity –this is not an exhaustive list).

Potential Questions (examples – consult with TAs to develop your own question.

  1. Fishing in the Bigoudennie can be thought of as a form of hunting or food collecting.  Being homeless in New York can be compared with foraging societies.  Evaluate the effectiveness of this analogy with direct reference to anthropological debates on hunting/gathering societies.
  2. Participant observation lies at the core of the anthropological research endeavour.  Compare and contrast the fieldwork settings and processes described by Roland and Walsh with that described by anthropologists who conducted their research prior to the 1950s.
  3. Identify and discuss the intellectual tradition within which Roland and Walsh are working.  Evaluate the strengths and weaknesses of their approach.
  4. Compare and contrast the different gender ideologies and structures in the ethnographies.
  5. Race, ethnicity, and identity play a critical role in all of these ethnographies.  Describe and evaluate the ways in which these subjective identities are linked to underlying socio-economic structures of power.