Writing

Selected writing

As a data scientist, most of my work takes place in professional settings with limited public access.

This page brings together some of my favourite pieces from public-facing projects.


Academic writing

  • Large language models (LLMs): Risks and policy implications, in the MIT Science Policy Review
  • Locating the leading edge of cultural change, in the Proceedings of the Computational Humanities Research Conference
  • Forthcoming from Routledge: DEEP LITERACY, DIGITAL TIME
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    Women of Letters

  • “I was going to do whatever I wanted”: Stephanie Wambugu on her career as a writer & editor
  • “I went back to what I’d always been passionate about”: Petya K. Grady on her career as a writer, featured Substacker, and UX strategist
  • “I realized that maybe I could be the one”: Anna Malaika Tubbs on her career as a writer and TED speaker
  • “I essentially rearranged my life”: Emily J. Smith on her career as a writer and novelist
  • “I was in a situation that didn’t add up”: Corinne Low on her career as a writer and Wharton economist
  • “I realized I could see myself there”: Nikkya Hargrove on her career as a writer and memoirist
  • “I’m doing everything I want to do”: Carrie Sun on her career as a writer and memoirist
  • “I had to unlearn to be a high achiever”: Kapka Kassabova on her career as a writer
  • “I’m a multitasker”: Jennifer Baker on her career as an author, editor, and podcaster
  • “I moved cities, I moved jobs”: Marianne Brooker on her career as a writer and memoirist
  • “I wanted something different”: Mary Jo Bang on her career as a poet and Guggenheim Fellow
  • “I can’t help generating meaning”: Elisa Gabbert on her career as a poet and essayist
  • “I wasn’t really allowed to”: Noreen Masud on her career as a writer and memoirist
  • “I learned to pack light and listen deeply”: Cass Marketos on her career as an artist and writer
  • “I didn’t seem to be good at anything else”: Ayşegül Savaş on her career as a writer
  • “I didn’t know you could be a writer”: Iris Jamahl Dunkle on her career as a biographer and poet
  • “I never considered any other path”: Frances Dickey on her career as a writer and professor
  • “I’ve been able to find my way”: Jenna Butler on her career as a writer and scholar
  • “I did not think I was following any kind of path”: Nancy K. Miller on her career as a writer and professor
  • “I resisted my own dreams”: Sheila Liming on her career as a writer and professor
  • “I believed, from the start, in hard work”: Beth Kephart on her career as a writer
  • “I remember laughter and a sense of discovery”: Miranda Dunham-Hickman on her career as a writer and professor
  • “I always feel like I’m racing against the clock”: Kasia Van Schaik on her career as a writer and poet
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    Blog posts

  • Time.
  • “I find, in fact, that I think less and less about time these days, in part because I’ve found that I’m able to both get a lot more accomplished and feel a lot more present when I keep my thinking about it to a minimum.”

  • Endings.
  • “It’s an idea that’s stuck with me, and one that I’ve incorporated into my own work ever since.”

  • As April ends, I’m thinking about…
  • This month’s recommended reading includes an essay by Kyle Chayka and recent work from Laurie Woolever.

  • Keep the line open.
  • “One thing I’ve learned, over the course of my career, is that you never know when someone from your professional past will later come to play a role in your professional present.”

  • Gift your best time to yourself.
  • “The challenge, when it came to realizing my longer-term goals, had mostly been that although they were important to me in the long run their benefits were both largely intangible and relatively far in the future.”

  • As March ends, I’m thinking about…
  • This month’s recommended reading includes an essay by Alexander Chee and recent work from Anthropic.

  • Mentorship probably won’t look the way you thought it would.
  • “Too often, there’s an expectation that a mentor will offer a clear-cut answer, a distinctly measurable outcome, or some piece of advice that will be immediately actionable. In reality, it’s a lot of gradually piecing together little bits of insight that, on their own, don’t necessarily look like much.”

  • The calvary isn’t coming.
  • “You don’t have to do it all yourself, but you will almost certainly have to be the one who at least gets the ball rolling by putting yourself forward for consideration in some way.”

  • It (mostly) happens on email.
  • “I was once offered a job I hadn’t applied to, from a person I didn’t know, because I’d been recommended for the position by another person I didn’t know. What connection did they have to me or my work? Our only exchange had been a single cold email I’d sent.”

  • As February ends, I’m thinking about…
  • “Over the years, I’ve lived, worked, and studied in many different countries, using several different languages. I’ve lived in big cities, and I’ve lived in small ones; I’ve lived in places whose names anybody would know, and I’ve lived in places that few have ever heard of. What these experiences have taught me is that amazing people are not a finite resource.”

  • Reading through the pandemic: A year (and a bit) in review
  • “It was the middle of PhD application season, and I had recently been admitted to the PhD in English programs at Oxford and at Cambridge. The next step in the progression of this decision-making process was to buy my plane tickets to the UK, where I was scheduled to attend the welcome day events for newly admitted students at each university.”

  • Context is king: A prediction about the future of ChatGPT and other AI chatbots.

    “Why, then, would OpenAI use the term ‘remember’ to describe what ChatGPT is capable of doing? I suspect that, in part, it’s a gesture towards a future in which ChatGPT has undergone significant improvements in contextual capability.”

     

    Press

  • INTERSECT: Cultivating a new breed of researchers, from Princeton Research Computing
  • How Poetry Matters is making space for a conversation on poetry, from the McGill Faculty of Arts
  • Research radar, from Concordia University
  • Fictionalizing science: How literature and film have shaped modern technology, from The Tribune

    Jana M. Perkins, PhD, is an award-winning scholar. Her research has garnered over a quarter of a million dollars in funding from leading institutions across North America and the UK, including the University of Cambridge and the Social Sciences and Humanities Research Council of Canada (SSHRC). As a data scientist with a background in literary scholarship, her expertise extends across disciplines to yield the unique analytical frameworks which characterize her approach. Her forthcoming book, co-authored with Miranda Dunham-Hickman, will be published by Routledge.

    You can follow her latest work on Bluesky or by visiting janajm.com.