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Using LLMs to Code Problematic Content in the Brazilian Manosphere

The second speaker in this final session at the AoIR 2024 conference is Bruna Silveira de Oliveira, whose focus is on using LLMs to study content in the Brazilian manosphere. Extremist groups in this space seek legitimisation, and the question here is whether LLMs can be used productively to analyse their posts.

Paying Attention to Marginalised Groups in Human and Computational Content Coding

The final (!) session at this wonderful AoIR 2024 conference is on content analysis, and starts with Ahrabhi Kathirgamalingam. Her interest is especially on questions of agreement and disagreement between content codings; the gold standard here has for a long time been intercoder reliability, but this tends to presume a single ground truth which may not exist in all coding contexts.

Assessing Partisanship and Polarisation at Various Stages of News Production and Engagement

I presented in and chaired the Saturday morning session at the AoIR 2024 conference, which was on polarisation in news publishing and engagement, so no liveblogging this time. However, here are the slides from the three presentations that our various teams and I were involved in.

We started with my QUT DMRC colleague Laura Vodden, who discussed our plans for manual and automated content coding of news content for indicators of polarisation, and especially highlighted the surprising difficulties in getting access to quality and comprehensive news content data:

I presented the next paper, which explored the evidence for polarisation in news recommendations from Google News, building on our Australian Search Experience project in the ARC Centre of Excellence for Automated Decision-Making and Society (ADM+S):

The Early History and Persistent Narratives of the Men’s Rights Movement

The next speaker in this AoIR 2024 conference session is Alexis de Coning, whose focus is on the men’s rights movement. Although a great deal more visible in recent years, it emerged to public visibility already in the 1960s and 1970s; but it is likely that early men’s rights ideas go back much further still.

The 1980s Prehistory of White Supremacist Websites

The next speaker in this AoIR 2024 conference session is Ian Glazman-Schillinger, who focusses in on a particular far-right site, the Liberty Bell BBS. This emerged from the Liberty Bell print magazine, which set up the BBS in the early days of the computer age. It thereby predates by some decades the more recent concerns about the substantial technological innovations made by white supremacist movements in the 2010s.

What’s the Use of GIFs in Journalism?

I got lost along the way and came a little late to the post-lunch session at the AoIR 2024 conference, which is on crisis communication and has started with Sara Kopelman. Her interest is in the use of photojournalistic GIFs in Israeli news coverage.

The Platformisation of Digital Platforms’ Climate Pledges

The first full day at the AoIR 2024 conference starts with a panel on climate change, and the first speaker is Emily West, whose interest is in the climate policies of the large digital platform companies – such as Amazon’s ‘Climate Pledge’ initiative. This is supposed to provide an opportunity for involvement by other stakeholders, and some energy transparency measures.

Technological Refusal and the Coming Quantum Internet

It’s an unseasonably rain-free evening in Sheffield, England, which means that I must be at the opening of the 25th Association of Internet Researchers conference. After warm welcomes from the President of AoIR and the Lord Mayor of Sheffield, we begin the conference with a keynote by Seeta Peña Gangadharan, whose focus is on technological refusal. What have we learnt from past pushbacks against socio-technical developments? How have such refusals evolved over time? Where might we be going, for instance with the coming rise of the quantum Internet?

What comes together here are strands of informed consent and refusal; of counter-publics; of other objections against technological and social developments. There is often also a sense of helplessness and coercion, especially for underprivileged groups and communities – yet also a strong sense of defiance and disobedience against top-down pressures. This can be seen as a new form of civil disobedience, directed no longer simply at the state but – since code is law – at the now power-holders in technology and other institutions and companies.

But in supporting such refusal, are we also aligning with populists and angry mobs – e.g. anti-vaxxer communities, and their disobedient and violent attacks against telecommunications technologies and installations? The key difference here is that populism seeks to create division and assert supremacy; this is not necessarily the case in other forms of technological disobedience. We might therefore consider technological refusal as a normative as well as an empirical concept: it can address individual and collective actions, but need not overfit and include problematic and violent groups that seek to resist the status quo.

And Speaking of Social Media...

I’ve mentioned some of these already in my previous update, but wanted to collect them together again in a single post too: over the past few weeks I’ve had a burst of podcast engagements on a range of topics relating to social media. Some of these are also in connection with the new podcast series Read Them Sideways that my colleagues Sam Vilkins, Sebastian Svegaard, and Kate FitzGerald in the QUT Digital Media Research Centre have now kicked off – and you may want to subscribe to the whole series via Spotify, Apple Podcasts, or their RSS feed at Anchor.fm so you don’t miss further updates.

Up first was my appearance in episode five of Read Them Sideways, where I spoke to Sebastian about the recent closure of Meta’s data access platform CrowdTangle. This is a major blow to public-interest critical scrutiny of what happens on Facebook and Instagram, even though Meta has now launched the broadly similar Meta Content Library as a replacement – but while the MCL certainly looks like it will provide similar data to scholarly researchers who manage to gain access to it, it substantially reduces the range of users of these data (especially excluding journalists and other independent watchdogs, at least for now), and so far seems more difficult to work with than CrowdTangle was. We’ll see how things develop from here…

Just a few days later I also spoke to the well-known Australian technology journalist Stilgherrian, as part of his long-running The 9pm Edict podcast. We had a long, wide-ranging, and very enjoyable discussion about a wide range of topics including the current Australian federal government’s energetic if generally ill-informed actionism on social media policy, the decline of Xitter, the arrest of Telegram CEO Pavel Durov, and various other current issues – just listen to the whole thing already. Stilgherrian has also compiled a list of further background information on his site, to go with the podcast itself.

How Have Platforms’ Terms of Service Evolved over Time?

And the final session at this excellent Social Media & Society 2024 conference starts with Kaspar Beelen, Katherine Ireland, and Tim Samples, presenting a longitudinal analysis of changes to platform Terms of Use. How have such terms changed over time, and how might we quantify and visualise such change? Are such contracts more plastic – mutable – than other types of contract, and are there specific times when they changed substantially?

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