Notebook

Paths to the Future

Some time ago I sat down to try to think of a way to visualize how choices work. I sketched out a branching network, much like the image below whose origin I have long forgotten. (My apologies to that creator. And my thanks.) The point I was trying to make, in my head, to my daughter was that, yes, of course certain choices preclude certain possibilities, but none of the branches necessarily are closed in the future.

pathstofuture

Beyond that simple idea, what I was really trying to find a way to articulate, and to visualize, is that certain places offer you more choices, more branches, more paths, than others. One of the things you can aspire to do, if you value having more choices, is to identify these rich nodes in your life path network and to find ways to get there. Is there a school you need to attend? An organization for whom you need to work or volunteer? A book you need to read?

It goes without saying that few of us can ever know for certain, but it struck me that, with some guidance from elders (like me, like me!) younger people could perhaps position themselves in a way as to maximize open paths. (I hesitate to call them opportunities.)

I never did have this conversation with my daughter, but I have thought about the idea off and on for five or six years now. I keep hoping I will have some great insight, and maybe I will.

On English Departments

The place of English departments has already changed to a large degree, with many faculty simply not aware of it. Undergraduate enrollments are down across the country, perhaps due in part to what has happened here in Louisiana with the outsourcing of freshman composition to high schools. There is yet to be a complete assessment of the enrollment drop, but the rise in focus on STEM education and on “bank-able” careers has certainly not helped. So far, the humanities in general and English departments in particular have not done well in making an argument for pursuing degrees, or at least significant coursework, in their disciplines. The argument that we offer critical thinking skills or advanced writing skills has not lessened the drop in enrollment. (It does not help that we largely leave “critical thinking” and “advanced writing” largely undefined such that neither faculty nor students understand what it is students will take away.)

Few students I have ever known, especially in a place like south Louisiana (where I myself grew up and went to university), entered college planning to major in English. Rather, we were lucky, usually post-composition, to take a general elective early in our college career where we were amazed at the opportunity to think about compelling, complex documents in ways that made us feel our own thinking made a contribution. This, I would argue, is significantly different than many of the lower-level STEM courses where the focus is often on entrainment. One immediate response to the enrollment crunch is to get those faculty who want to attract students into the field into the courses which fulfill general education requirements.

That’s an initial response, but it doesn’t address the larger question of what an English department does in general and what in particular a degree in English is good for? There seems to be a certain bankability in the human, especially the adolescent human, need to express oneself. Socially and culturally, college is often imagined as the last stage in the process of formalized individuation that seems to be one of the missions of educational institutions. It’s where students go to “discover who they are” and to “choose who they are going to be” or “what they are going to do.” (The American cultural machine has slowly ground down the higher ideals of universities to provide generalized intelligence and abilities to specialized ones — no wonder we fear AI; we fear something will take over now that we’ve crippled ourselves.)

Given this socio-cultural focus on individuation, creative writing has risen over the past few decades to have a significant place in English departments. But refining students’ abilities to write poems, short stories, novels, or plays doesn’t prepare them any more for the workplace than does studying or writing about them. Both engage in a lot of hand waving, like an illusionist getting us to pay attention to her left hand while she palms an object in her right hand.

To address this gap between a classical education, which is what an English major remains to a large degree, and a professional education, departments like the one I am in have introduced things like technical writing and/or professional writing, which we sadly promptly ghettoize, much like we do freshman composition and lower-level gen ed courses. We are literally out of touch: we are not in the classrooms where the majority of non-English majors are. That doesn’t have to be a bad thing in as much as there is no argument being made here that the English major should survive, though it is not clear that any department could survive purely as a service department to other disciplines. What I have seen is that it doesn’t take much for business schools to hire business writing faculty or their own business ethics faculty. The same is probably true for the sciences and social sciences.

So we come back to the question of what could an English degree be good for. (Hat tip to Wendell Berry for his inestimable What Are People For?) Like much of the rest of the humanities at all levels of university and advanced courses in the human sciences and sciences, it is good for thinking. Like the rest of the humanities, it’s good for thinking about complex topics that do not arrive with a manifest structure, unlike a chemical compound or economic formations. Rather, the humanities in general, and English in particular, seem to be at their best when they attempt to tackle complex objects whose underlying structure must be teased out. This is what I do when I tackle a collection of conspiracy theories in particular or the idea of conspiracy theories in general. It’s what my colleagues do when they examine a novel or a cluster of novels—or poems or plays or sentences (oh, linguists!).We examine writing in and through more writing. Other disciplines face similar conundrums or limitless halls of mirrors—look no further than mathematics—but they don’t do it with, in, and through writing.

And the ability to write, especially to write on complex subjects, remains a gold standard for advanced democracies. And that’s why English departments, and degrees, remain important to me.

Chronotopes & Text-Worlds

To my mind, there are clear echoes of Mikhail Bakhtin’s chronotopes in text world theory (see Ernestine Lahey’s terrific encapsulation linked below), and so it was good to see that in the most recent issue of Signs and Society there was an article using chronotopes:

Chronotopes in Signs and Society

Python Movie

The Python documentary is on Youtube.

Increasing Costs of Watching

I am old enough to remember helping my father adjust the directions of the television antenna in order to achieve the clearest picture when watching broadcast television. I remember the large brown box with the giant dial on which he carefully marked the direction the antenna should be facing to receive a particular station’s signal. At the time, there were three broadcasters – CBS, NBC, and ABC – in the VHF spectrum and just one in the UHF, the nascent PBS. As some people who continue to receive broadcast television “over the air” know, reception was free. It was the advertising that paid for what you watched.

At some point in the seventies, most homes changed over to cable reception. While you paid for the service, in return you got a constant, clear signal and you also got additional channels – I think is when the idea of “channels” emerged? – which became known as “super stations” and later became the basis for broadcasters like TBS. (There was a station out of Chicago, but I don’t remember what it was called and I don’t know what became of it.) In the era of cable television, we both paid for television and still got served advertising. We understood that cable was a middle man, a broker if you will, and some of what we were paying for was not only reception but the additional channels. (This is when ESPN got its start?)

And then along came the internet revolution and a lot of us became “cable cutters,” with the idea that we would subscribe directly to broadcasters, who were now reborn as “content providers.” This new model promised an era of better television because the audience would pay for it and we would fewer “suits” mucking about on the content creation side. These new providers, which now included Netflix and Amazon, were going to act like studios, which are themselves a kind of broker, acting as a hinge point between actual content creators and their audiences.

It was a splendid moment. But the suits were not going to stay away for long, and soon they overbought and overbuilt and their “costs” went up and the subscriptions most of us had agreed to were no longer enough and, sigh, that ended in the return of advertising. So, like in the era of cable, we pay to have access to content which is additionally monetized through advertising. And this is true except for Apple TV+ and Disney+, which may be one reason to subscribe to one or the other. (A little pricey to subscribe to both.)

Each service offers a way to “opt out” of receiving ads by paying for a Plus or Premium version of the service, which in the case of PeacockTV, for example, is a 50% increase.

So what? That’s how business works. True. And what that means is that our little household now does what other households do: we sign up, watch what we know we want to watch (and purposeful watching rather than grazing is probably better for us) and then we cancel the subscription, perhaps changing to another subscription in the process.

Mapping Culture with AI

One of the best responses to what AI brings to the table, amidst all the other hand waving or wringing, is Ted Underwood’s observation that we have an opportunity to use the geometries encoded within the models to map culture. Underwood uses a broad brush here, but implicit in his account, I think, is that the kinds of maps we are talking about are localized: perhaps to a given microculture (or speech community) or perhaps to a given genre.

Take for example the conspiracy theory as a genre: what if we took a base-line transformer, or perhaps a more fully kitted out model, and gave it a corpus of conspiracy theories to digest? Could we then lift up the hood of the transformer and see some of the workings for CTs for ourselves? I am particularly curious how such an effort might reveal patterns we had not noticed or even offered us a synopsis which at first glance doesn’t make sense. As Farrell et al note: “the probability distributions of long word sequences are … imperfect representation[s] of language but contain a surprisingly large amount of information about the patterns [they] summarize” (2025:1154). (Hat tip to Underwood for the reference!)

To be fair, Farrell et al are more interested in large scale analytical possibilities. They note, for example, that “such technologies could be used to find patterns in texts and images that crisscross the space of human knowledge and culture” (1155). As someone with more than a passing interest in recent developments in cultural evolution studies, the ability of LLMs to discern such patterns is very exciting, but I think starting small and focused is perhaps the best place to start. The opportunities for a productive tension between algorithmic results and conventional ways of understanding are terrific here.

DALL-E’s “Make of Culture”

Farrell, Henry et al. 2025. Large AI models are cultural and social technologies. Science 387(1153-1156). DOI:10.1126/science.adt9819.

Just the Comments, Please

If like me you read a lot of manuscripts in Word and then meet with manuscript authors to discuss their work and if like me you prefer to make compelling, constructive comments, then you are left flipping, or scrolling through a manuscript to remind yourself of your comments. To do that, you might want to be able to print those comments. Here’s how to do it:

  1. While in the Word document for which you wish to see comments, go to print the document.

  2. In the Print dialog box, go to the Microsoft Word option — you may have to click the > next to it to unfold it.

  3. Click on the dropdown menu next to Print What: and select List of markup.

Click Print and it will print your comments as well as, sadly, all the changes you’ve made. I tend not to make a lot of editorial changes in a document but, rather, focus on higher-level matters in hopes that, as the topical and methodological kinks get worked out, so too will the grammatical ones.

Running an LLM Locally

I spent a portion of today following Cody Wabiszewski’s guide on how to download and run the Dolphin Llama 3 model. His directions are quite good, but they miss a few things, especially when it comes to setting things up on a Mac. So for those Mac users who want expand the scope of running an LLM locally beyond Apple Intelligence, I suggest the following:

  1. Head over to the Ollama website to download one of the available models. Wabiszewski recommends dolphin-llama3 and that’s what I went with.

  2. You start with the Ollama.app. (I’m not crazy about this, but I wanted the friendliest possible way of doing this because I wanted to make this process reproducible for others … a notion that is completely contradicted by the next step …

  3. Once the Ollama app is running, you can then use the terminal to run, in two different tabs!, ollama serve and ollama run dolphin-llama3. (The latter command downloads the dolphin-llama3 model, which is about 5GB. Complete information on the model is available on its Ollama web page.)

Now, there is a slight complication: when I downloaded the Dolphin Llama 3 model, it was not located where any of the posts I read suggested. Instead, I needed to use locate to find the directory. (If you have not run locate before, you will need to let it build its database, but that does not take long – less than 10 minutes on my M1 MacBook Air with 1TB storage.) Eventually I found it in a hidden directory in my home folder: ./ollama. (I would eventually like to move that to an unhidden directory dedicated to models, but I left it there for the time being.)

  1. Download the AnythingLLM app, install it, and then run it. Create a workspace as directed, then click on the setting gear and then the Chat Settings. If ollama serve is running, you should be able to choose it as an option. There are several clickthroughs for this.

AnythingLLM Interface

Once this is done, you are able to run an LLM locally. (BTW, this one has no guard rails, so be careful what you ask!)

AI for Research

Now that the spring semester is wrapping up, as well as the cold that hammered me in the last half of the last week of classes, I am turning my attention to the many, many, many uses of AI. I have not explored this space for a while, and while I knew that that there had been an explosion in the commercial space, I was not aware of the growth of the space of AI in support of research.

I am currently reviewing:

  • Sapien by AcademicID whose chief claim rests upon “Messages [being] backed by actual research, significantly reducing the risk of hallucination.”
  • SciSpace seems more focused on an interactive query structure where the AI asks you to narrow your focus more.
  • Finally, there is NotebookLM which has already been discussed quite a bit, but I am only just now catching up to that discussion.

Global Souths Faculty Roundtable Notes

I was asked to be a part of a faculty roundtable for this year’s Global Souths Conference, a conference hosted by graduate students in UL-Lafayette’s Department of English. This year’s effort was very well done, and I look forward to seeing what they do next year. Here are the questions they gave us in advance that might be discussed (in italics) along with my initial written responses, some of which I said during the roundtable and much of which I did not. (It was a lot of people and not a lot of time.)

How can scholars, educators, and practitioners work collaboratively to address the challenges facing Global Souths communities? What kinds of interdisciplinary approaches do you find promising?

The largest problem facing Global Souths communities is an economic world order where capital and, to some degree information, flow freely but people cannot. (In those places where immigration was policies were developed ostensibly to undo this problem, we have seen disastrous outcomes when nativism emerged and brought about things like Brexit, the closing of borders in Europe, and the election of the current U.S. president.)

I am not an economist, nor a sociologist, so I can make no contribution to the study of capital and people flows, but I can contribute to information flows. The work that excites me the most right now ranges from micro-scale studies of the intertwined emergence rise of colonialist and orientalist discourses, such as we heard about this morning from Yazdan Mahmoud to macro-scale studies that track conspiracy theories and how they transit social networks, localizing as they do so.

In the face of re-emergence of colonialism as we move away from what historian Sarah Paine has described as the maritime-mercantile order back to the imperial-zero-sum order, I fear that the role of the humanities scholar is primarily to document (and analyze) both the mechanisms of power as well as its machinations it works upon its victims. What we can hope for, I think, is those moments where we can protect or save someone from greater harm—but, make no mistake, harm will be done to many, if not all.

In what ways do you see the Global Souths as a conceptual framework rather than a geographic location, and how does this shape your scholarly or pedagogical approach?

The original goal of folklore studies, in conjunction with its cousin anthropology, has always been to find wisdom and beauty in the everyday existence of all the people who don’t normally make it into history. The field has made mistakes, often not crediting individuals who stood in for a larger group (a kind of hidden iconography) and because it often deals with actual people living actual lives in the current moment, it has done damage. It has also contributed real value to the academy and local communities.

I don’t know that I use Global Souths as a conceptual framework for scholarship and pedagogy so much as a way to survive institutionally: I’m a field research oriented folklorist in a department overwhelmingly focused on books and adjacent literary concerns. Majoritarian rule is real for me, and it impacts the evaluation of my work, my ability to win funding, and the seriousness, or lack thereof, with which my approach is taken. Intellectual classism is real.

What contemporary crises—whether political, economic, environmental, or cultural—do you see as defining the Global Souths today? How do these crises intersect with your own area of research?

See my response to the first question for the “nature of the problem.” As to how these things intersect, sometimes in a devastating way. When the 2005 hurricanes hit, I was halfway through a book on gumbo whose subtext was how Africanized so much of all Louisiana folk cultures are. Within a month, half the people I hoped to interview were uprooted, displaced, and relocated in ways that made them difficult to find again.

How can universities better support research and teaching on the Global Souths? What institutional challenges exist in foregrounding these perspectives in curricula? Colonialism has left a lasting mark on the Global Souths. How can scholars avoid colonial research practices in their work? How do colonial legacies continue to shape education?

We can stop doing things that replicate the very structures that reinforce colonialism and capitalism, like venerating celebrity academics and authors or engaging in intellectual classism. And, for goodness sake, stop imagining that the answer we know is either the only answer or the better answer. The whole point of folklore studies, of anthropology, and of decolonization in general was to argue that there is no one answer, that we all must live with partial answers because each of us is always already a partial self, and nothing capitalism or colonialism has to offer is going to fix that part of being human. (Well, to be clear, it works for the capitalist and the colonialist, but it depends upon a one-to-many ratio to work.)

To see all posts, see the archive.

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