Tag Archives: academia

#Contra AI 🤖 – Arguments against AI

Since I am human, I have an intrinsic motivation to understand. Since I am an anthropologist, I have an intrinsic motivation to understand other humans. Since many humans seem more and more motivated to hand their intrinsic motivation to a machine, I am now intrinsically motivated to not only understand how AI operates and what its effects are, but who the humans behind the technology are and to what they might put AI to use.

Since I am also a university professor, I am faced with the topic of AI almost every day. I have noted three common ways of how academia relates to the issue so far:

a) AI is the future and everything will be great

b) we are doomed and we can’t win against AI

c) who cares about AI ?

So I have started to gather texts on AI, particularly those written by scholars or by journalists engaging with academic literature. The result (so far): AI is stupid and as such maybe not so different from humans after all. But: it feeds off our knowledge and it learns from our mistakes. It also gets better in duping us, luring us in and making us believe that there is indeed ‘someone’ on the other side. There is not.

Instead of a picture: a screenshot of how wordpress suggests to generate an image with AI. No, thank you.

Here is my list of collected texts (tbc.) which I enjoyed reading and which I recommend to everyone, whether you are a) b) or c).

Order on fair use

Shutdown resistance in reasoning models

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers.

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

What Happens After A.I. Destroys College Writing?

Why we fear AI: On the Interpretation of Nightmares

Writing is thinking

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models

Geoffrey Hinton’s speech at the Nobel Prize banquet, 10 December 2024

Echte Emotionen. Generative KI und rechte Weltbilder

Assuring an accurate research record

Lawyer caught using AI-generated false citations in court case penalised in Australian first

Why Even Try if You Have A.I.?

Statelessness Studies In An Age Of Artificial Intelligence: Challenges, Opportunities & Setting A Future Agenda

Help Sheet: Resisting AI Mania in Schools

Against the Uncritical Adoption of ‘AI’ Technologies in Academia

Putting ChatGPT on the Couch

Large Language Muddle

When Knowledge Is Free, What Are Professors For?

Largest study of its kind shows AI assistants misrepresent news content 45% of the time – regardless of language or territory

What Machines Don’t Know

Kritik der Digitalisierung. Technik, Rationalität und Kunst

Nature: Major AI conference flooded with peer reviews written fully by AI

to be continued …

Book Launch: Rethinking Community in Myanmar. 15th Int. Burma Studies Conference

At the 15th International Burma Studies Conference, hosted at the University of Zurich, (9-11 June 2023), I launched my book Rethinking Community in Myanmar. Practices of We-Formation Among Muslims and Hindus in Urban Yangon.

Informal book launch in good company — while missing many from Myanmar

I wanted to celebrate the publication of my monograph: 10 years in the making if I count from the first days of fieldwork in 2012-2013. Good anthropological monographs take time and they are never the result of one indiviual only, even though writing can be a solitary process, particularly towards the end. I wanted to use the occasion of having over 200 Myanmar specialists gathering in one place, to say “Thank you” publicly to all the important people who could not be present in Zurich, but also to those who were able to share a glass of wine with me that day.

Great PhDs to be: Carolin Hirsch, Nickey Diamond, Benedict Mette-Starke, Sarah Riebel (plus book and me)

I set out by thanking my Muslim and Hindu interlocutors in Myanmar — there can neither be an anthropology nor an ethnography without the people ‘in’ (paraphrasing Tim Ingold). I owe them everything and I am glad that there will be an open access version of my book coming out towards the end of this year that will allow at least some of my interlocutors to download the book in Myanmar — I cannot bring it to them at the moment; not so much because it would be dangerous for me (it might be), but because I simply cannot take the risk of putting them into danger once I have left the country or their houses …

I then thanked my four research assistants — my KRA (Kachin Research Army) — and I explained to the audience of Burma/Myanmar experts that I profited enormously from them having conversations with my interlocutors about what it means to be a member of a minority in a majority Buddhist country. Listening in — as I am currently developing also in another context — is a methodologically fruitful approach to conduct fieldwork or carry out digital ethnography where fieldwork is not possible, because it decenters the anthropologist. What I am interested in mostly is “free-flowing talk” where my interlocutors do not try to guess what it is I want from them (in terms of what they might be expected to tell me), but where I can simply follow them having conversations with one another. Since all of my research assistants were Christian Kachin women, it was not religion they shared with my interlocutors (who were Muslims and Hindus), but the experience of being ‘slotted in’ as members of ‘communities’.

I also thanked my colleagues in Myanmar who had been professors of Anthropology at the University of Yangon prior to the attempted military coup in February 2021. Thanks to them, my PhD students received research visa, thanks to them, I had the opportunity of teaching and learning from young anthropology students, and thanks to them I learned a lot about the history of the discipline in Myanmar and about the history of the University of Yangon. I truly hope that one day they will be able to return to their professional jobs — which they cherished a lot, and to their students whom they loved.

None of these people could be with my family, my PhD students, and the other Myanmar scholars that day.

Thanking those who were there

I was happy to be surrounded by many friends, who had helped in different ways to bring this book to fruition: many of my colleagues had read draft chapters, some had written reviews or are going to write them. Alicia Turner gave some introductory words — she knows the book very well as she has written the most constructive and helpful review that made the final product so much better!

The managing editor of NIAS Press, Gerald Jackson, had come from Copenhagen to Zurich with his research assistant Julia Heinle and with a lot of amazing books on Southeast Asia and on Myanmar in tow. He took my book project on board and steered it smoothly through the production process in not even two years from the submission date!

Gerald Jackson and Julia Heinle (both NIAS Press) with the book and me.

My PhD students who are working on Myanmar, were all present, too. We discussed my material just as much as we discussed theirs. They all completed long-term ethnographic fieldwork in or on Myanmar and I can’t wait to see their own books!

And — last but not least — my family — who accompanied me from 2012 onwards and carried out their own research projects in Yangon: on the politics of cultural heritage in one case and on what it means to go to a local school in Chinatown in Yangon in the other case.

Thank you to everyone who was there that evening — be it in spirit or in the flesh — I am very grateful for the support I have received in the last decade. I hope the book will be useful to many.

On Parasitic Professionalism

I recently published a post entitled “On parasitic professionalism” over at allegralaboratory.net – here it is:

Last month I received an email from an “associate” working at a research institution that caters to the biggest development agencies worldwide: DFID, UN, Worldbank, Australian Aid – you name it.

This associate was doing part-time work at the institution’s “research helpdesk“ and their job was to put together research reports on certain topics of interest to the big development agencies. So far, so good. These reports, however, are to include “expert comments“ from academics. This is where I seemed to come in. The associate asked me to provide the development agency with expertise on a couple of questions related to conflict and security issues in one of my fieldsites: “We often find that even 4-5 lines of pointers and specific comments from experts can be really useful in informing [name of organization]’s thinking and policies.“

In turn, my name could appear in the report “in a list amongst the contributing experts.“ I declined and replied that I only work pro bono for refugees and asylum seekers who cannot afford to pay for my expertise.

There is something seriously wrong with these kinds of requests. The problem is not that this person was asking for my expertise. It is that they did it in the name of one of the biggest development agencies, who was not even their direct employer, but in all likelihood only paid the research institution at which helpdesk the person was working as an “associate,” thus probably also precariously employed.

Who profits from this arrangement? Not I, not the associate – maybe their research institute. In the end, however, the procedure seems to be set up to benefit the big development agencies: They receive an expert report without having to invest a lot of time, expertise, and money themselves. Who knows what revenue they, in turn, can generate with it.

But the kind of knowledge these reports contain is often diluted through a process of what I would call parasitic professionalism: It is knowledge that is being generated by one academic living off the expertise of another academic. The first academic is working for the gross benefit of a third, often corporate, actor who only has to initiate the knowledge extraction at the very beginning in order to then lean back and wait for the results to come in.

These “far-fetched facts” as the German anthropologist Richard Rottenburg (2009) has aptly called the specific kind of genre through which the development industry legitimizes itself, are being produced through chains of translations that make the tracing of original sources impossible. The effort that is being demanded from each person in this kind of knowledge production assembly line seems minimal at first sight: an issue you could summarize in “4-5 lines of pointers” does not sound like a lot of work or even worth asking money for. But we all know that in order to write intelligently about topics such as conflict, rule of law, civil society, or any of the other big themes development agencies are usually interested in, you indeed do have to be an expert in your field. And writing concisely takes a lot more effort than writing longer pieces; anyone who has ever written a research application knows this.

New research in ecology has shown that by laying eggs inside other animals such as aphid mummies, a certain type of wasp has not only found a reliable source of food for their hatching larvae, but in doing so has managed to convert their food into a much higher amount of their own biomass than previously thought it could. The scientists at the University of Exeter refer to this successful type of animal as a “hyperparasitoid” – or “real-life ‘alien’”: a parasitoid that feeds off another parasitoid. Likewise, large global policy institutions feed from their own experts’ capacity to syphon off the knowledge of external scholars, the hosts to which this entire industry attaches itself.

The in-house experts of the hyperparasites reach out to other experts or mid-range research institutes because they themselves have become “too expensive to do fieldwork” as David Mosse described for the case of World Bank anthropologists (2006: 11). “Associates” working for these institutes are then, in turn, aiming at acquiring specialized knowledge from outside experts who might be tenured and well-situated or – nowadays more likely – who might be living in even more precarious conditions.

These “hosts” often offer their free service, hoping that their name being mentioned in a prestigious report of a global development agency might help them on the job market.

Parasitic professionalism is inherently linked to the prestige economy. The term dates back to anthropological writings of Herskovits (1940) and Bascom (1948) in the 1950s where it described “goods through which social approval and social status are gained” (Bascom 1948: 220-221). Sarah Kendzior has recently employed it in the context of university graduates indebting themselves by working in unpaid internships after finishing college, or as underpaid adjunct faculty, hoping that the institution’s prestige will rub off: “But these are hollow victories, designed to suck you dry ….”, writes Kendzior. “Research associates” aim for the same thing as they work for little or no money, hoping that the well-known name of the company or institute they are associated with will help them to move up the career ladder.

In a post on academic precarity at Savage Minds from July 2012, Nathan Fisk (@nwfisk) cited his friend Lane saying “I prefer to think of myself as a virus, any prospective employer as a host.” Nathan then already suspected that “it should be expected that said hosts have something of an immune system.” The point I am trying to make is that academics in precarious living situations are more likely to be the hosts who are not immune at all, but have become easy prey: While it is commonsensical for lawyers and doctors, for example, to demand money for their expertise, no matter how small, in academia this is still considered unusual. But it should not be.

We need to make sure that the knowledge we have painfully acquired over decades, knowledge which is often intrinsically related to our personal development as an academic, is well accounted for.

We need to demand adequate compensation from those who themselves make a lot of money using our analyses. In the end, it boils down to one important rule: For the sake of everyone, do not work for free – especially if you can afford it.

Works cited.

Bascom, William. 1948. Ponapean Prestige Economy. Southwestern Journal of Anthropology  4(2): 211-221.

Herskovits, Melville. 1940. The economic life of primitive peoples. New York: Knopf.

Rottenburg, Richard. 2009. Far-fetched facts. A parable of development aid. Boston: MIT Press.

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The post generated some discussion and I received emails from colleagues who shared their (similar) experience with me. Some of the comments can be read here below the original post.