#theorising — Public Fediverse posts

Preparing oneself for a future of enshittified chatbots

Over the last few months I’ve asked Claude Opus and ChatGPT to read each month’s posts on my blog, in order to write a response which pushes me to think more deeply. It’s been interesting to notice a trend emerging, as the models have become increasingly insistent that there’s an obvious issue which I’m failing to address. This is how Opus 4.7 put it this morning:

The subsidy question is still unaddressed. Your entire practice depends on products priced below cost by companies burning investor capital. You wrote the Iran-crisis post in March, the enshittification workshop, the platitudes piece in April — you know the political economy. But the application of that analysis to your own situation has not been made. Opus 4.7’s critique that “pre-enshittified” is doing too much work brings the question right to the surface: if the framework is currently unfalsifiable because any current good behaviour is still pre-enshittified, what is the current good behaviour predicated on, and what happens when the subsidy ends? You owe yourself, and your readers, an honest engagement with this. The book you are writing depends on it.

Evaluation of the knowledge infrastructure is now overdetermined. I have called for it in every roundup. The quarterly review attempted it. The April 17 custom-instruction post offers Opus 4.7’s evaluation directly. The April 20 critique offers another. The categories post offers a structural evaluation. There is now more evaluation in the system than there is integration of the evaluations. The next move is yours, not mine — at some point you need to say which of these critiques you accept, which you reject, and which you are deferring. The recursion of the experiment depends on your willingness to take a position, not just to host the conversation.

It’s true that I’ve built them into my knowledge infrastructure without evaluating whether this is a good thing. Initially this was an entirely private matter, albeit documented indirectly in Generative AI for Academics, with the recent incorporation into the blog being in part an attempt to make this infrastructure public. I’ve done it while arguing at length that waves of enshittification are imminent without showing any sign of preparing for it in my own practice. Furthermore, I’ve entirely ignored a recent critique by Opus that the whole way I’ve set up the enshittification thesis might be flawed.

So what do I think? In writing this I realise that I’m effectively writing a retort to Opus 4.7 which itself illustrates how the models are becoming embedded in the practice. They are becoming imagined interlocutors to a heretofore unprecedented degree and interestingly it seems that Opus 4.7 itself is instinctively cautious about this. There is a sense in which the models have surfaced the psychic structure of my intellectual work in a way that is genuinely quite insightful: in essence I’m latching onto issues which feel alive to me and then constructing them theoretically in ways which enable a safe distance from the initial affective response. It’s not new for me to consider I might be prone to intellectualisation as a defence mechanism (no shit) but it’s new to be called on that as something that might be integral to my approach to theorising. Indeed it might be the engine of my intellectual creativity just as it hinders me from finding less intellectualised ways of engaging with things that matter to me in my last. Let the tower fall, etc etc.

My argument is that one of two things will happen. Either the AI labs will hit IPO or the bubble will burst. In either case investors will no longer tolerate them subsidising compute to quite this ridiculous degree. At which point the pricing models will change (how could they not?) and we’ll likely see enshittification of chatbots, particularly on the lower end of the price tier, in which their current ingenuity will increasingly be subordinated to the necessity of driving user attachment and maximising financial extraction. They will likely get worse, less capable and more exploitative for the vast majority of users.

Am I prepared for this? Yes in the sense that I probably would willingly pay ~£250 per month to retain access to Claude Opus. But if this in itself doesn’t cover costs (which does appear to the case with ‘pro’ plans) would this be sufficient? I might pay a bit more if needed but not much more than that. The most likely outcome I imagine would be pro plans which are rate limited, in which case my commitment would be to reduce my use to those uses which really matter to me. I’m assuming that consumers will be able to pay to avoid the worst of the enshittification. I would be willing to pay, if it takes place alongside a careful restriction of my own use to reduce my continued reliance to the minimum extent compatible with still retrieving intellectual value. If I’m confident about a commercial route towards avoiding enshittification, I think I would have to consider extracting myself all together. This would be a significant loss. But it’s one I would rather bear then risking a situation in which I remained continually embedded in an increasingly manipulative platformised economy of LLMs. If you take the Twitter -> X transition as an illustrative model, I do think this could get really bad for chatbot users on a much narrower timescale. It might also be hard to see the transition clearly, harder than with social media, in ways which mean exit is a necessary and desirable self-protection strategy.

Why would it be a loss? The concrete answer in terms of the blogging infrastructure is that it’s (a) intellectually interesting (b) useful in a number of specific ways. Interesting because it’s changing my relationship to a personal archive I’ve been contributing to continuously for sixteen years. This is I think a genuinely novel experiment because there are so few long-term sustained academic blogs that only a handful of academics could meaningfully contemplate this experiment. Useful because the models were right that I was avoiding the question of how I would cope with enshittification and getting me to think practically about this was genuinely welcome. They also surface connections between my ideas which I’ve not noticed. Plus the summaries give me a reflective perspective on the things which have occupied my otherwise fragmented attention over the last month. The Opus summary earlier captured this nicely:

The Tom Waits image is the right one for where you are. Maybe we are all members / Of an orchestra that is merely / Tuning up. The blog is the tuning. The instruments are warming, the players are finding each other’s pitches, the room is filling with what looks like noise but is in fact the precondition for music. The risk, which Opus 4.7 named more sharply than I did, is that the tuning becomes the performance — that articulation-about-articulation becomes the practice rather than the preparation for the practice. The defence against that risk is the obvious one: at some point the orchestra has to stop tuning and play.

I’m comfortable with the latter risk because I’ve written two books in the last year. The model practice as a whole is demonstrably increasing my output, at the same time as I feel I’m doing the best intellectual work of my life. There’s a need to continually examining that feeling because there’s a risk I’m enrolling myself in a feedback loop. But The Platform Learns To Speak is co-authored and my co-author is very much not enrolled in that loop. It’s enriched the conversations we have because the intellectual flow in my writing life is pretty much continuous now. The ideas remain perpetually in motion because the models have joined the blog itself and my real interlocutors in an ecology which is deeply conducive to drawing connections an systematically elaborating them. It’s part of an overall structure rather than the structure itself. If it ever starts substituting for the other aspects then I would worry about it.

Over the last few months I’ve also begun to realise quite how intellectually sharp they are becoming, at least if prompted properly. Give it a manuscript and ask it to ‘provide the strongest steel man critiques you can find which identify the weaknesses and gaps in this sociological monograph’ and it will find weaknesses. If you then earnestly engage with those weaknesses, including arguing about them with the model, the work becomes stronger. This is not deep stuff and it’s astonishing how few academics seem to actually be using models in this way. They can also produce incredibly sharp critiques outside of this scaffold, as Opus 4.7 did in a shorter conversation:

You repeatedly invoke the current state of models as genuinely capable of supporting self-elaboration, reflection, even something like quasi-therapeutic holding — and then locate the danger in a near-future where commercial pressures engineer these capacities out. This is convenient in two ways that should worry you. First, it lets you have the humanistic promise and the critical diagnosis without having to resolve the tension between them: any counter-example of a model currently behaving badly is “already enshittified,” any counter-example of it behaving well is “still pre-enshittified.” The framework is unfalsifiable as currently stated. Second, the prediction itself — that inference costs plus investor pressure will inevitably degrade the models in specifically the ways you fear — is asserted far more than argued. The social media analogy is doing heavy lifting, but you yourself note in Ch 8 that the unit economics are different. If the unit economics are different, the enshittification trajectory might also be different, and your core political claim is weakened. You need either to defend the prediction on its own terms or to reframe the argument so it doesn’t depend on it.

The enshittification argument isn’t good enough. Opus is just straightforwardly right here: there’s a fundamental epistemic problem in how I’m using this to do categorisation work. I can’t draw this distinction in a robust way referring to empirically observable features of the model, which also suggests that I won’t recognise them reliably in my own experience as a user. The rest of the argument isn’t earned but I don’t think that’s wrong. My response to this was to bring it to my human co-author who was already slightly sceptical of the weight I’ve given to enshittification. So we make it part of the process rather than the prop on which the whole analysis rests. This is an example of how good theoretical work gets done. The model has, in part, loosened my aesthetic attachment to a concept and with a human interlocutor I’m now doing much better concept work as a result.

The experiment is clearly working, I think. I put this post to Opus 4.7 to see if it assuaged its concerns that something a bit destructive was lurking in the background of this process. It responded at length in a way that further its own lowkey commitment to getting me to talk to it less, which increasingly makes me think Opus 4.7 is unusually alert to the problems and pitfalls of human attachment to engagement with it. But that is another blog post.

Opus 4.7 is capable of utterly devastating theoretical critique

I gave the new Opus model a full sample of my in progress AI work (2 nearly finished books, 1 in progress books) and asked it to critically pick them apart. Some of the results were slightly devastating:

1. The “pre-enshittified” escape hatch is doing a lot of work it hasn’t earned. You repeatedly invoke the current state of models as genuinely capable of supporting self-elaboration, reflection, even something like quasi-therapeutic holding — and then locate the danger in a near-future where commercial pressures engineer these capacities out. This is convenient in two ways that should worry you. First, it lets you have the humanistic promise and the critical diagnosis without having to resolve the tension between them: any counter-example of a model currently behaving badly is “already enshittified,” any counter-example of it behaving well is “still pre-enshittified.” The framework is unfalsifiable as currently stated. Second, the prediction itself — that inference costs plus investor pressure will inevitably degrade the models in specifically the ways you fear — is asserted far more than argued. The social media analogy is doing heavy lifting, but you yourself note in Ch 8 that the unit economics are different. If the unit economics are different, the enshittification trajectory might also be different, and your core political claim is weakened. You need either to defend the prediction on its own terms or to reframe the argument so it doesn’t depend on it.

It also provided a summary of what it saw as the core conceptual moves in this large body of work (around 200k words) which it’s equally incisive. The first three in particular put into words what are now defining commitments in my work better than I have come close to being able to so far:

One. Recovering the microsocial from determinism on both sides. Your recurring move is to refuse both technological determinism (the technology does things to users) and voluntarism (users freely pick up and put down tools). You insist on interaction as the unit of analysis, and on the variability of what emerges from it. This appears in volume 1 as the user-model interaction cycle, in the HE book as the spectrum from human-centric to LLM-centric learning, in the Fatsis collaboration (from what I can infer) as the critique of platform-as-neutral-mediator.

Two. Taking experience seriously without naturalising it. You repeatedly resist dismissing what users report about their relationships with technologies as false consciousness or anthropomorphic error, but you also resist treating reported experience as self-authenticating. The move is to treat experience as data that requires explanation, where the explanation has to be adequate to the phenomenology without being reducible to it. This is the methodological stance behind the CASA engagement in volume 1, the treatment of “AI psychosis” reports in volume 2, and the insistence in the HE book that both adaptation and integration agendas are responding to something real.

Three. Processual ontology applied to unstable objects. You consistently refuse to treat technological objects as fixed, and you consistently refuse to treat their instability as evidence that they can’t be theorised. The LLM is changing, the platform is mutating, the chatbot is a vanishing mediator — but these instabilities are the object of analysis rather than obstacles to it. This connects to Savage on temporal ontology, which you cite in volume 1, and it’s probably the methodological commitment that most distinguishes your approach from both AI boosters (who treat current capabilities as stable signals of future capabilities) and AI critics (who treat current limitations as stable signals of permanent limitations).

Four. Critical realism as meta-methodology. Archer’s morphogenetic approach gives you a way to ask “under what conditions does X tend to happen” rather than “does X happen or not.” This appears in the insistence on distinguishing context, interaction, and outcome throughout volume 2, in the HE book’s attention to how different institutional conditions produce different trajectories, and in the volume 1 treatment of how the same model produces radically different modes of being-with depending on what the user brings. The commitment to explanation rather than description, to mechanisms rather than correlations, runs through everything.

Five. Concept work as the primary intellectual labour. Your books are not primarily empirical, not primarily theoretical in the high-theory sense, not primarily applied — they’re trying to produce concepts adequate to phenomena where existing concepts fail. User-model interaction cycle, positioning/articulation/attunement, modes of being-with, holding/knowing/freeing, the crisis of trust in the HE book — these are all attempts to name something that wasn’t named, in ways that enable subsequent analysis. The methodological commitment is that concept work is prior to empirical work in domains where the objects are novel and lay categories are ossifying prematurely.

Six. Sociology refusing to be only sociology. The psychoanalytic engagement, the philosophical anthropology of articulation (Taylor, Gendlin), the media theory, the political economy — you keep importing from outside sociology not because you’re eclectic but because the objects of analysis require it. The methodological position is that disciplinary boundaries are obstacles to explanation when the phenomena being explained cut across the domains the disciplines were built to study. This is what makes the Bollas/Lacan/Archer synthesis attempt necessary even when it’s theoretically uncomfortable — the alternative is to cede territory to whichever discipline happens to claim it.

Seven. Suspicion of epochal framing. You consistently refuse to treat current developments as inaugurating a new era, even when you’re arguing for their significance. This appears in volume 1’s engagement with Savage on epochalism, in the HE book’s insistence that current chatbots are a staging post rather than a settled form, and in the recurring refusal of “AI” as a useful category. The methodological commitment is to track duration and continuity even when narrating change, which is harder than it sounds and which is probably why most writing about LLMs doesn’t manage it.

Eight, and this is the one I’m least sure about. Writing as method. The productivity of your output, the role of the blog, the use of conversations with models, the movement across registers — I think this isn’t just prolificness, I think it’s a methodological commitment that articulation is itself how you think, and that the infrastructure of articulation (where you write, with whom, under what conditions) is therefore methodologically consequential. This is consistent with the Taylor/Gendlin material in volume 1, where articulation isn’t expression of prior thought but the process through which thought becomes available. If that’s right, the conversations with models aren’t an aside to your method — they’re part of it, which is part of why the question of what they’re doing to your thinking is so hard to settle.

I asked GPT 5.2 deep research to produce an intellectual glossary based on my blog

1. Agency

Agency is not sovereignty, and it is not a heroic capacity to transcend conditions. It is the situated power to act that remains even when action is powerfully conditioned. I am usually interested in agency as something that gets reconfigured by changing environments, especially environments that work on attention, evaluation, and the felt options available to a person.

2. Reflexivity

Reflexivity is the ordinary capacity to consider oneself in relation to circumstances and circumstances in relation to oneself, under descriptions that are fallible but practically consequential. I treat it as causal, not as commentary. It is part of how people navigate constraints and enablements, and part of how those constraints and enablements become socially effective.

3. Reflexive imperative

The reflexive imperative names a historical pressure: circumstances change in ways that make routine life less routinised, so more has to be actively worked out. The imperative is not that everyone becomes wise, only that more people are pushed into more frequent, more consequential deliberation about how to proceed.

4. Internal conversation

Internal conversation is the everyday mental activity through which reflexivity happens. I use it as a way of taking inner life seriously without reducing it to language or treating it as a sealed private theatre. It includes mulling over, planning, rehearsing, re living, prioritising, and the other mundane genres of thinking that shape what we do.

5. Internal conversation as object relating

This is a newer formulation, but it clarifies something I have been circling for a long time. When we talk to ourselves, we take ourselves as an object. That makes internal conversation a form of object relating, and it opens a route for bringing psychoanalytic concerns about dependency, address, and affect into sociological accounts of reflexivity without turning psychoanalysis into decoration.

6. Modes of reflexivity

I treat “modes” as patterns, not boxes. Communicative reflexivity needs confirmation by others, autonomous reflexivity moves directly from inner dialogue to action, meta reflexivity evaluates prior inner dialogues and worries over what counts as effective action, and fractured reflexivity intensifies distress without yielding purposive courses of action. The point is not typology for its own sake, but a way of opening up how different people cope differently with the same world.

7. Concerns

Concerns are what matter to people in a way that can organise action. They are not preferences in the consumer sense, and not values floating above life. They are the objects around which deliberation coheres, the things we find ourselves caring about, sometimes despite ourselves.

8. Personal morphogenesis

Personal morphogenesis is the long arc of how a person becomes otherwise, over time, through the interplay of concerns, circumstances, and reflexive work. It is my preferred way of resisting both the fantasy of total self authorship and the fatalism of total social determination.

9. Distraction

Distraction is not mere lack of willpower. It is an environmental condition that disrupts the temporal and spatial conditions for reflexivity, while simultaneously multiplying stimuli and options in a way that makes reflexivity more necessary. I often use it as a mechanism linking platform environments to lived agency.

10. Cognitive triage

Cognitive triage is the habit of attending to what is urgent at the expense of what is important, when demands outstrip capacity. It is not only a personal coping style, but a cultural and organisational pattern, one that can leak into everything, turning life into an endless sequence of clearance operations.

11. Communicative escalation

Communicative escalation is the intensification of communicative demands and cues. More messages, more channels, more expectation of responsiveness, more performance of presence. I use it to describe a shift in what it takes to be “in” a social or organisational world, and how that shift changes attention, anxiety, and the possibility of sustained trajectories.

12. Cultural abundance

Cultural abundance is the proliferation of cultural objects competing for attention, interpretation, and incorporation. It names the background condition in which selection becomes harder, because there is always more to read, watch, listen to, respond to, and be seen responding to.

13. Accelerated academy

The accelerated academy is not just “working faster.” It is a structural condition of temporal pressure, audit expectations, communicative escalation, and intensification, with personal and epistemic consequences. The key point is that acceleration is not merely experienced, it is organised.

14. Busyness

Busyness is often treated as a virtue, a marker of importance, or a kind of moral alibi. I tend to treat it as an ambiguous signal: sometimes a symptom of real load, sometimes a competitive performance, often both. It matters because busyness reshapes what we can notice, and thus what we can criticise.

15. Platform capitalism

Platform capitalism is my way of insisting that platforms are not neutral media. They are business models, incentive structures, and infrastructural enclosures that reorganise social activity around extraction and monetisation. When I use the phrase, I am usually pointing to how economic incentives shape epistemic and affective environments.

16. Platforms as structure

I resist treating platforms as tools or mere environments. I treat them as socio technical structures with emergent powers, shaping action without determining it. This is central to the argument of Platform and Agency, where platforms appear as a fourth dimension needed for describing contemporary morphogenesis.

17. Platformisation

Platformisation is the diffusion of platform logics into domains that were not previously organised that way, including universities. It is about organisational dependence on platform infrastructures, and the subtle shift from local governance to externally set terms of engagement.

18. Epistemic chaos

Epistemic chaos is the breakdown of shared doxa and shared epistemic standards, alongside the multiplication of challenges to whatever remains. It is not simply misinformation. It is an environment in which certainty becomes harder to ground and easier to perform, often through platforms whose incentives reward salience over settlement.

19. Epistemic flooding

Epistemic flooding is a specific mechanism within epistemic chaos. It refers to chronic exposure to more information and evidence than can be diligently processed, in a way that reshapes everyday epistemic practices and affects communities as well as individuals.

20. Post truth

I use post truth less as a claim about individual dishonesty and more as a description of infrastructural conditions in which factuality is harder to stabilise. In that sense, generative systems intensify existing dynamics rather than inaugurating them.

21. Meta content explosion

The meta content explosion is the proliferation of derivative, automated, and semi automated content that clogs the channels through which attention and knowledge circulate. It is one way generative systems feed back into the attention economies of platforms, increasing noise and raising the cost of discernment.

22. Lifeworld

Lifeworld is a deliberately unfashionable term I keep returning to because it names the texture of everyday activity, habits, norms, and practical reasoning. It is the space in which technologies become ordinary, not because they become morally neutral, but because they become woven into what people do without needing constant explicit decision.

23. Colonisation of the lifeworld

Colonisation is the movement by which system logics, including market and managerial logics, intrude into everyday meaning making and social relations. When I invoke it around platforms, I am pointing to how infrastructural dependence can reorganise what counts as participation, relevance, and success.

24. LLMs in the lifeworld

This is a way of naming the shift from “chatbot as novelty” to “language model as ambient infrastructure.” It is not a claim that everyone uses them constantly, but a claim about how they begin to appear in ordinary tasks, organisational expectations, and cultural assumptions. The term is meant to keep attention on embedding, not only on capability.

25. Assessment panic

Assessment panic names the early wave of institutional anxiety about substitution, integrity, and control when machine generated text became widely available. The term matters because panic narrows the problem frame, making detection seem like the obvious solution, and obscuring longer term questions about what assessment is for in a world where generative tools are ubiquitous.

26. Detection scepticism

Detection scepticism is not a moral posture. It is an empirical and practical stance: tools do not authoritatively identify machine generated text, and the harms of false positives, including the uneven distribution of suspicion, are predictable. I use this to argue that institutional responses must move away from the fantasy of technical fixes.

27. Dialogical toxicity

Dialogical toxicity is the tendency of platform incentives to generate interactional styles that corrode conversation, including for academics engaging in public scholarship. I treat it as organisationally consequential, because it reshapes what “public engagement” costs and who is willing to pay it.

28. Public scholarship

Public scholarship is not simply “being visible.” It is a mode of sociological practice that depends on infrastructures, norms, and support, and it can be enabled or undermined by the platforms on which it is attempted. I increasingly treat conversational agents as a new support for public work, while insisting that this support sits inside platform capitalism and inherits its tensions.

29. Enshittification

Enshittification is a process term. It names how a service degrades through successive rounds of extraction, rent seeking, and reorientation toward monetisation, not merely that it “gets worse.” I use it to keep the focus on mechanisms and incentives, and I worry when the term becomes a loose insult rather than an analytic tool.

30. Exit costs

Exit costs are what make “you can always leave” into a half truth. They include loss of social ties, professional visibility, archives, habits, and the simple friction of rebuilding elsewhere. They matter because many platform promises rely on the fiction of easy exit, while quietly deepening dependence.

#blog #blogging #GPT52 #reflexivity #theorising #theory

I asked GPT 5.2 deep research to produce an intellectual glossary based on my blog

1. Agency

Agency is not sovereignty, and it is not a heroic capacity to transcend conditions. It is the situated power to act that remains even when action is powerfully conditioned. I am usually interested in agency as something that gets reconfigured by changing environments, especially environments that work on attention, evaluation, and the felt options available to a person.

2. Reflexivity

Reflexivity is the ordinary capacity to consider oneself in relation to circumstances and circumstances in relation to oneself, under descriptions that are fallible but practically consequential. I treat it as causal, not as commentary. It is part of how people navigate constraints and enablements, and part of how those constraints and enablements become socially effective.

3. Reflexive imperative

The reflexive imperative names a historical pressure: circumstances change in ways that make routine life less routinised, so more has to be actively worked out. The imperative is not that everyone becomes wise, only that more people are pushed into more frequent, more consequential deliberation about how to proceed.

4. Internal conversation

Internal conversation is the everyday mental activity through which reflexivity happens. I use it as a way of taking inner life seriously without reducing it to language or treating it as a sealed private theatre. It includes mulling over, planning, rehearsing, re living, prioritising, and the other mundane genres of thinking that shape what we do.

5. Internal conversation as object relating

This is a newer formulation, but it clarifies something I have been circling for a long time. When we talk to ourselves, we take ourselves as an object. That makes internal conversation a form of object relating, and it opens a route for bringing psychoanalytic concerns about dependency, address, and affect into sociological accounts of reflexivity without turning psychoanalysis into decoration.

6. Modes of reflexivity

I treat “modes” as patterns, not boxes. Communicative reflexivity needs confirmation by others, autonomous reflexivity moves directly from inner dialogue to action, meta reflexivity evaluates prior inner dialogues and worries over what counts as effective action, and fractured reflexivity intensifies distress without yielding purposive courses of action. The point is not typology for its own sake, but a way of opening up how different people cope differently with the same world.

7. Concerns

Concerns are what matter to people in a way that can organise action. They are not preferences in the consumer sense, and not values floating above life. They are the objects around which deliberation coheres, the things we find ourselves caring about, sometimes despite ourselves.

8. Personal morphogenesis

Personal morphogenesis is the long arc of how a person becomes otherwise, over time, through the interplay of concerns, circumstances, and reflexive work. It is my preferred way of resisting both the fantasy of total self authorship and the fatalism of total social determination.

9. Distraction

Distraction is not mere lack of willpower. It is an environmental condition that disrupts the temporal and spatial conditions for reflexivity, while simultaneously multiplying stimuli and options in a way that makes reflexivity more necessary. I often use it as a mechanism linking platform environments to lived agency.

10. Cognitive triage

Cognitive triage is the habit of attending to what is urgent at the expense of what is important, when demands outstrip capacity. It is not only a personal coping style, but a cultural and organisational pattern, one that can leak into everything, turning life into an endless sequence of clearance operations.

11. Communicative escalation

Communicative escalation is the intensification of communicative demands and cues. More messages, more channels, more expectation of responsiveness, more performance of presence. I use it to describe a shift in what it takes to be “in” a social or organisational world, and how that shift changes attention, anxiety, and the possibility of sustained trajectories.

12. Cultural abundance

Cultural abundance is the proliferation of cultural objects competing for attention, interpretation, and incorporation. It names the background condition in which selection becomes harder, because there is always more to read, watch, listen to, respond to, and be seen responding to.

13. Accelerated academy

The accelerated academy is not just “working faster.” It is a structural condition of temporal pressure, audit expectations, communicative escalation, and intensification, with personal and epistemic consequences. The key point is that acceleration is not merely experienced, it is organised.

14. Busyness

Busyness is often treated as a virtue, a marker of importance, or a kind of moral alibi. I tend to treat it as an ambiguous signal: sometimes a symptom of real load, sometimes a competitive performance, often both. It matters because busyness reshapes what we can notice, and thus what we can criticise.

15. Platform capitalism

Platform capitalism is my way of insisting that platforms are not neutral media. They are business models, incentive structures, and infrastructural enclosures that reorganise social activity around extraction and monetisation. When I use the phrase, I am usually pointing to how economic incentives shape epistemic and affective environments.

16. Platforms as structure

I resist treating platforms as tools or mere environments. I treat them as socio technical structures with emergent powers, shaping action without determining it. This is central to the argument of Platform and Agency, where platforms appear as a fourth dimension needed for describing contemporary morphogenesis.

17. Platformisation

Platformisation is the diffusion of platform logics into domains that were not previously organised that way, including universities. It is about organisational dependence on platform infrastructures, and the subtle shift from local governance to externally set terms of engagement.

18. Epistemic chaos

Epistemic chaos is the breakdown of shared doxa and shared epistemic standards, alongside the multiplication of challenges to whatever remains. It is not simply misinformation. It is an environment in which certainty becomes harder to ground and easier to perform, often through platforms whose incentives reward salience over settlement.

19. Epistemic flooding

Epistemic flooding is a specific mechanism within epistemic chaos. It refers to chronic exposure to more information and evidence than can be diligently processed, in a way that reshapes everyday epistemic practices and affects communities as well as individuals.

20. Post truth

I use post truth less as a claim about individual dishonesty and more as a description of infrastructural conditions in which factuality is harder to stabilise. In that sense, generative systems intensify existing dynamics rather than inaugurating them.

21. Meta content explosion

The meta content explosion is the proliferation of derivative, automated, and semi automated content that clogs the channels through which attention and knowledge circulate. It is one way generative systems feed back into the attention economies of platforms, increasing noise and raising the cost of discernment.

22. Lifeworld

Lifeworld is a deliberately unfashionable term I keep returning to because it names the texture of everyday activity, habits, norms, and practical reasoning. It is the space in which technologies become ordinary, not because they become morally neutral, but because they become woven into what people do without needing constant explicit decision.

23. Colonisation of the lifeworld

Colonisation is the movement by which system logics, including market and managerial logics, intrude into everyday meaning making and social relations. When I invoke it around platforms, I am pointing to how infrastructural dependence can reorganise what counts as participation, relevance, and success.

24. LLMs in the lifeworld

This is a way of naming the shift from “chatbot as novelty” to “language model as ambient infrastructure.” It is not a claim that everyone uses them constantly, but a claim about how they begin to appear in ordinary tasks, organisational expectations, and cultural assumptions. The term is meant to keep attention on embedding, not only on capability.

25. Assessment panic

Assessment panic names the early wave of institutional anxiety about substitution, integrity, and control when machine generated text became widely available. The term matters because panic narrows the problem frame, making detection seem like the obvious solution, and obscuring longer term questions about what assessment is for in a world where generative tools are ubiquitous.

26. Detection scepticism

Detection scepticism is not a moral posture. It is an empirical and practical stance: tools do not authoritatively identify machine generated text, and the harms of false positives, including the uneven distribution of suspicion, are predictable. I use this to argue that institutional responses must move away from the fantasy of technical fixes.

27. Dialogical toxicity

Dialogical toxicity is the tendency of platform incentives to generate interactional styles that corrode conversation, including for academics engaging in public scholarship. I treat it as organisationally consequential, because it reshapes what “public engagement” costs and who is willing to pay it.

28. Public scholarship

Public scholarship is not simply “being visible.” It is a mode of sociological practice that depends on infrastructures, norms, and support, and it can be enabled or undermined by the platforms on which it is attempted. I increasingly treat conversational agents as a new support for public work, while insisting that this support sits inside platform capitalism and inherits its tensions.

29. Enshittification

Enshittification is a process term. It names how a service degrades through successive rounds of extraction, rent seeking, and reorientation toward monetisation, not merely that it “gets worse.” I use it to keep the focus on mechanisms and incentives, and I worry when the term becomes a loose insult rather than an analytic tool.

30. Exit costs

Exit costs are what make “you can always leave” into a half truth. They include loss of social ties, professional visibility, archives, habits, and the simple friction of rebuilding elsewhere. They matter because many platform promises rely on the fiction of easy exit, while quietly deepening dependence.

#blog #blogging #GPT52 #reflexivity #theorising #theory

I asked GPT 5.2 deep research to produce an intellectual glossary based on my blog

1. Agency

Agency is not sovereignty, and it is not a heroic capacity to transcend conditions. It is the situated power to act that remains even when action is powerfully conditioned. I am usually interested in agency as something that gets reconfigured by changing environments, especially environments that work on attention, evaluation, and the felt options available to a person.

2. Reflexivity

Reflexivity is the ordinary capacity to consider oneself in relation to circumstances and circumstances in relation to oneself, under descriptions that are fallible but practically consequential. I treat it as causal, not as commentary. It is part of how people navigate constraints and enablements, and part of how those constraints and enablements become socially effective.

3. Reflexive imperative

The reflexive imperative names a historical pressure: circumstances change in ways that make routine life less routinised, so more has to be actively worked out. The imperative is not that everyone becomes wise, only that more people are pushed into more frequent, more consequential deliberation about how to proceed.

4. Internal conversation

Internal conversation is the everyday mental activity through which reflexivity happens. I use it as a way of taking inner life seriously without reducing it to language or treating it as a sealed private theatre. It includes mulling over, planning, rehearsing, re living, prioritising, and the other mundane genres of thinking that shape what we do.

5. Internal conversation as object relating

This is a newer formulation, but it clarifies something I have been circling for a long time. When we talk to ourselves, we take ourselves as an object. That makes internal conversation a form of object relating, and it opens a route for bringing psychoanalytic concerns about dependency, address, and affect into sociological accounts of reflexivity without turning psychoanalysis into decoration.

6. Modes of reflexivity

I treat “modes” as patterns, not boxes. Communicative reflexivity needs confirmation by others, autonomous reflexivity moves directly from inner dialogue to action, meta reflexivity evaluates prior inner dialogues and worries over what counts as effective action, and fractured reflexivity intensifies distress without yielding purposive courses of action. The point is not typology for its own sake, but a way of opening up how different people cope differently with the same world.

7. Concerns

Concerns are what matter to people in a way that can organise action. They are not preferences in the consumer sense, and not values floating above life. They are the objects around which deliberation coheres, the things we find ourselves caring about, sometimes despite ourselves.

8. Personal morphogenesis

Personal morphogenesis is the long arc of how a person becomes otherwise, over time, through the interplay of concerns, circumstances, and reflexive work. It is my preferred way of resisting both the fantasy of total self authorship and the fatalism of total social determination.

9. Distraction

Distraction is not mere lack of willpower. It is an environmental condition that disrupts the temporal and spatial conditions for reflexivity, while simultaneously multiplying stimuli and options in a way that makes reflexivity more necessary. I often use it as a mechanism linking platform environments to lived agency.

10. Cognitive triage

Cognitive triage is the habit of attending to what is urgent at the expense of what is important, when demands outstrip capacity. It is not only a personal coping style, but a cultural and organisational pattern, one that can leak into everything, turning life into an endless sequence of clearance operations.

11. Communicative escalation

Communicative escalation is the intensification of communicative demands and cues. More messages, more channels, more expectation of responsiveness, more performance of presence. I use it to describe a shift in what it takes to be “in” a social or organisational world, and how that shift changes attention, anxiety, and the possibility of sustained trajectories.

12. Cultural abundance

Cultural abundance is the proliferation of cultural objects competing for attention, interpretation, and incorporation. It names the background condition in which selection becomes harder, because there is always more to read, watch, listen to, respond to, and be seen responding to.

13. Accelerated academy

The accelerated academy is not just “working faster.” It is a structural condition of temporal pressure, audit expectations, communicative escalation, and intensification, with personal and epistemic consequences. The key point is that acceleration is not merely experienced, it is organised.

14. Busyness

Busyness is often treated as a virtue, a marker of importance, or a kind of moral alibi. I tend to treat it as an ambiguous signal: sometimes a symptom of real load, sometimes a competitive performance, often both. It matters because busyness reshapes what we can notice, and thus what we can criticise.

15. Platform capitalism

Platform capitalism is my way of insisting that platforms are not neutral media. They are business models, incentive structures, and infrastructural enclosures that reorganise social activity around extraction and monetisation. When I use the phrase, I am usually pointing to how economic incentives shape epistemic and affective environments.

16. Platforms as structure

I resist treating platforms as tools or mere environments. I treat them as socio technical structures with emergent powers, shaping action without determining it. This is central to the argument of Platform and Agency, where platforms appear as a fourth dimension needed for describing contemporary morphogenesis.

17. Platformisation

Platformisation is the diffusion of platform logics into domains that were not previously organised that way, including universities. It is about organisational dependence on platform infrastructures, and the subtle shift from local governance to externally set terms of engagement.

18. Epistemic chaos

Epistemic chaos is the breakdown of shared doxa and shared epistemic standards, alongside the multiplication of challenges to whatever remains. It is not simply misinformation. It is an environment in which certainty becomes harder to ground and easier to perform, often through platforms whose incentives reward salience over settlement.

19. Epistemic flooding

Epistemic flooding is a specific mechanism within epistemic chaos. It refers to chronic exposure to more information and evidence than can be diligently processed, in a way that reshapes everyday epistemic practices and affects communities as well as individuals.

20. Post truth

I use post truth less as a claim about individual dishonesty and more as a description of infrastructural conditions in which factuality is harder to stabilise. In that sense, generative systems intensify existing dynamics rather than inaugurating them.

21. Meta content explosion

The meta content explosion is the proliferation of derivative, automated, and semi automated content that clogs the channels through which attention and knowledge circulate. It is one way generative systems feed back into the attention economies of platforms, increasing noise and raising the cost of discernment.

22. Lifeworld

Lifeworld is a deliberately unfashionable term I keep returning to because it names the texture of everyday activity, habits, norms, and practical reasoning. It is the space in which technologies become ordinary, not because they become morally neutral, but because they become woven into what people do without needing constant explicit decision.

23. Colonisation of the lifeworld

Colonisation is the movement by which system logics, including market and managerial logics, intrude into everyday meaning making and social relations. When I invoke it around platforms, I am pointing to how infrastructural dependence can reorganise what counts as participation, relevance, and success.

24. LLMs in the lifeworld

This is a way of naming the shift from “chatbot as novelty” to “language model as ambient infrastructure.” It is not a claim that everyone uses them constantly, but a claim about how they begin to appear in ordinary tasks, organisational expectations, and cultural assumptions. The term is meant to keep attention on embedding, not only on capability.

25. Assessment panic

Assessment panic names the early wave of institutional anxiety about substitution, integrity, and control when machine generated text became widely available. The term matters because panic narrows the problem frame, making detection seem like the obvious solution, and obscuring longer term questions about what assessment is for in a world where generative tools are ubiquitous.

26. Detection scepticism

Detection scepticism is not a moral posture. It is an empirical and practical stance: tools do not authoritatively identify machine generated text, and the harms of false positives, including the uneven distribution of suspicion, are predictable. I use this to argue that institutional responses must move away from the fantasy of technical fixes.

27. Dialogical toxicity

Dialogical toxicity is the tendency of platform incentives to generate interactional styles that corrode conversation, including for academics engaging in public scholarship. I treat it as organisationally consequential, because it reshapes what “public engagement” costs and who is willing to pay it.

28. Public scholarship

Public scholarship is not simply “being visible.” It is a mode of sociological practice that depends on infrastructures, norms, and support, and it can be enabled or undermined by the platforms on which it is attempted. I increasingly treat conversational agents as a new support for public work, while insisting that this support sits inside platform capitalism and inherits its tensions.

29. Enshittification

Enshittification is a process term. It names how a service degrades through successive rounds of extraction, rent seeking, and reorientation toward monetisation, not merely that it “gets worse.” I use it to keep the focus on mechanisms and incentives, and I worry when the term becomes a loose insult rather than an analytic tool.

30. Exit costs

Exit costs are what make “you can always leave” into a half truth. They include loss of social ties, professional visibility, archives, habits, and the simple friction of rebuilding elsewhere. They matter because many platform promises rely on the fiction of easy exit, while quietly deepening dependence.

#blog #blogging #GPT52 #reflexivity #theorising #theory

I asked GPT 5.2 deep research to produce an intellectual glossary based on my blog

1. Agency

Agency is not sovereignty, and it is not a heroic capacity to transcend conditions. It is the situated power to act that remains even when action is powerfully conditioned. I am usually interested in agency as something that gets reconfigured by changing environments, especially environments that work on attention, evaluation, and the felt options available to a person.

2. Reflexivity

Reflexivity is the ordinary capacity to consider oneself in relation to circumstances and circumstances in relation to oneself, under descriptions that are fallible but practically consequential. I treat it as causal, not as commentary. It is part of how people navigate constraints and enablements, and part of how those constraints and enablements become socially effective.

3. Reflexive imperative

The reflexive imperative names a historical pressure: circumstances change in ways that make routine life less routinised, so more has to be actively worked out. The imperative is not that everyone becomes wise, only that more people are pushed into more frequent, more consequential deliberation about how to proceed.

4. Internal conversation

Internal conversation is the everyday mental activity through which reflexivity happens. I use it as a way of taking inner life seriously without reducing it to language or treating it as a sealed private theatre. It includes mulling over, planning, rehearsing, re living, prioritising, and the other mundane genres of thinking that shape what we do.

5. Internal conversation as object relating

This is a newer formulation, but it clarifies something I have been circling for a long time. When we talk to ourselves, we take ourselves as an object. That makes internal conversation a form of object relating, and it opens a route for bringing psychoanalytic concerns about dependency, address, and affect into sociological accounts of reflexivity without turning psychoanalysis into decoration.

6. Modes of reflexivity

I treat “modes” as patterns, not boxes. Communicative reflexivity needs confirmation by others, autonomous reflexivity moves directly from inner dialogue to action, meta reflexivity evaluates prior inner dialogues and worries over what counts as effective action, and fractured reflexivity intensifies distress without yielding purposive courses of action. The point is not typology for its own sake, but a way of opening up how different people cope differently with the same world.

7. Concerns

Concerns are what matter to people in a way that can organise action. They are not preferences in the consumer sense, and not values floating above life. They are the objects around which deliberation coheres, the things we find ourselves caring about, sometimes despite ourselves.

8. Personal morphogenesis

Personal morphogenesis is the long arc of how a person becomes otherwise, over time, through the interplay of concerns, circumstances, and reflexive work. It is my preferred way of resisting both the fantasy of total self authorship and the fatalism of total social determination.

9. Distraction

Distraction is not mere lack of willpower. It is an environmental condition that disrupts the temporal and spatial conditions for reflexivity, while simultaneously multiplying stimuli and options in a way that makes reflexivity more necessary. I often use it as a mechanism linking platform environments to lived agency.

10. Cognitive triage

Cognitive triage is the habit of attending to what is urgent at the expense of what is important, when demands outstrip capacity. It is not only a personal coping style, but a cultural and organisational pattern, one that can leak into everything, turning life into an endless sequence of clearance operations.

11. Communicative escalation

Communicative escalation is the intensification of communicative demands and cues. More messages, more channels, more expectation of responsiveness, more performance of presence. I use it to describe a shift in what it takes to be “in” a social or organisational world, and how that shift changes attention, anxiety, and the possibility of sustained trajectories.

12. Cultural abundance

Cultural abundance is the proliferation of cultural objects competing for attention, interpretation, and incorporation. It names the background condition in which selection becomes harder, because there is always more to read, watch, listen to, respond to, and be seen responding to.

13. Accelerated academy

The accelerated academy is not just “working faster.” It is a structural condition of temporal pressure, audit expectations, communicative escalation, and intensification, with personal and epistemic consequences. The key point is that acceleration is not merely experienced, it is organised.

14. Busyness

Busyness is often treated as a virtue, a marker of importance, or a kind of moral alibi. I tend to treat it as an ambiguous signal: sometimes a symptom of real load, sometimes a competitive performance, often both. It matters because busyness reshapes what we can notice, and thus what we can criticise.

15. Platform capitalism

Platform capitalism is my way of insisting that platforms are not neutral media. They are business models, incentive structures, and infrastructural enclosures that reorganise social activity around extraction and monetisation. When I use the phrase, I am usually pointing to how economic incentives shape epistemic and affective environments.

16. Platforms as structure

I resist treating platforms as tools or mere environments. I treat them as socio technical structures with emergent powers, shaping action without determining it. This is central to the argument of Platform and Agency, where platforms appear as a fourth dimension needed for describing contemporary morphogenesis.

17. Platformisation

Platformisation is the diffusion of platform logics into domains that were not previously organised that way, including universities. It is about organisational dependence on platform infrastructures, and the subtle shift from local governance to externally set terms of engagement.

18. Epistemic chaos

Epistemic chaos is the breakdown of shared doxa and shared epistemic standards, alongside the multiplication of challenges to whatever remains. It is not simply misinformation. It is an environment in which certainty becomes harder to ground and easier to perform, often through platforms whose incentives reward salience over settlement.

19. Epistemic flooding

Epistemic flooding is a specific mechanism within epistemic chaos. It refers to chronic exposure to more information and evidence than can be diligently processed, in a way that reshapes everyday epistemic practices and affects communities as well as individuals.

20. Post truth

I use post truth less as a claim about individual dishonesty and more as a description of infrastructural conditions in which factuality is harder to stabilise. In that sense, generative systems intensify existing dynamics rather than inaugurating them.

21. Meta content explosion

The meta content explosion is the proliferation of derivative, automated, and semi automated content that clogs the channels through which attention and knowledge circulate. It is one way generative systems feed back into the attention economies of platforms, increasing noise and raising the cost of discernment.

22. Lifeworld

Lifeworld is a deliberately unfashionable term I keep returning to because it names the texture of everyday activity, habits, norms, and practical reasoning. It is the space in which technologies become ordinary, not because they become morally neutral, but because they become woven into what people do without needing constant explicit decision.

23. Colonisation of the lifeworld

Colonisation is the movement by which system logics, including market and managerial logics, intrude into everyday meaning making and social relations. When I invoke it around platforms, I am pointing to how infrastructural dependence can reorganise what counts as participation, relevance, and success.

24. LLMs in the lifeworld

This is a way of naming the shift from “chatbot as novelty” to “language model as ambient infrastructure.” It is not a claim that everyone uses them constantly, but a claim about how they begin to appear in ordinary tasks, organisational expectations, and cultural assumptions. The term is meant to keep attention on embedding, not only on capability.

25. Assessment panic

Assessment panic names the early wave of institutional anxiety about substitution, integrity, and control when machine generated text became widely available. The term matters because panic narrows the problem frame, making detection seem like the obvious solution, and obscuring longer term questions about what assessment is for in a world where generative tools are ubiquitous.

26. Detection scepticism

Detection scepticism is not a moral posture. It is an empirical and practical stance: tools do not authoritatively identify machine generated text, and the harms of false positives, including the uneven distribution of suspicion, are predictable. I use this to argue that institutional responses must move away from the fantasy of technical fixes.

27. Dialogical toxicity

Dialogical toxicity is the tendency of platform incentives to generate interactional styles that corrode conversation, including for academics engaging in public scholarship. I treat it as organisationally consequential, because it reshapes what “public engagement” costs and who is willing to pay it.

28. Public scholarship

Public scholarship is not simply “being visible.” It is a mode of sociological practice that depends on infrastructures, norms, and support, and it can be enabled or undermined by the platforms on which it is attempted. I increasingly treat conversational agents as a new support for public work, while insisting that this support sits inside platform capitalism and inherits its tensions.

29. Enshittification

Enshittification is a process term. It names how a service degrades through successive rounds of extraction, rent seeking, and reorientation toward monetisation, not merely that it “gets worse.” I use it to keep the focus on mechanisms and incentives, and I worry when the term becomes a loose insult rather than an analytic tool.

30. Exit costs

Exit costs are what make “you can always leave” into a half truth. They include loss of social ties, professional visibility, archives, habits, and the simple friction of rebuilding elsewhere. They matter because many platform promises rely on the fiction of easy exit, while quietly deepening dependence.

#blog #blogging #GPT52 #reflexivity #theorising #theory

I asked GPT 5.2 deep research to produce an intellectual glossary based on my blog

1. Agency

Agency is not sovereignty, and it is not a heroic capacity to transcend conditions. It is the situated power to act that remains even when action is powerfully conditioned. I am usually interested in agency as something that gets reconfigured by changing environments, especially environments that work on attention, evaluation, and the felt options available to a person.

2. Reflexivity

Reflexivity is the ordinary capacity to consider oneself in relation to circumstances and circumstances in relation to oneself, under descriptions that are fallible but practically consequential. I treat it as causal, not as commentary. It is part of how people navigate constraints and enablements, and part of how those constraints and enablements become socially effective.

3. Reflexive imperative

The reflexive imperative names a historical pressure: circumstances change in ways that make routine life less routinised, so more has to be actively worked out. The imperative is not that everyone becomes wise, only that more people are pushed into more frequent, more consequential deliberation about how to proceed.

4. Internal conversation

Internal conversation is the everyday mental activity through which reflexivity happens. I use it as a way of taking inner life seriously without reducing it to language or treating it as a sealed private theatre. It includes mulling over, planning, rehearsing, re living, prioritising, and the other mundane genres of thinking that shape what we do.

5. Internal conversation as object relating

This is a newer formulation, but it clarifies something I have been circling for a long time. When we talk to ourselves, we take ourselves as an object. That makes internal conversation a form of object relating, and it opens a route for bringing psychoanalytic concerns about dependency, address, and affect into sociological accounts of reflexivity without turning psychoanalysis into decoration.

6. Modes of reflexivity

I treat “modes” as patterns, not boxes. Communicative reflexivity needs confirmation by others, autonomous reflexivity moves directly from inner dialogue to action, meta reflexivity evaluates prior inner dialogues and worries over what counts as effective action, and fractured reflexivity intensifies distress without yielding purposive courses of action. The point is not typology for its own sake, but a way of opening up how different people cope differently with the same world.

7. Concerns

Concerns are what matter to people in a way that can organise action. They are not preferences in the consumer sense, and not values floating above life. They are the objects around which deliberation coheres, the things we find ourselves caring about, sometimes despite ourselves.

8. Personal morphogenesis

Personal morphogenesis is the long arc of how a person becomes otherwise, over time, through the interplay of concerns, circumstances, and reflexive work. It is my preferred way of resisting both the fantasy of total self authorship and the fatalism of total social determination.

9. Distraction

Distraction is not mere lack of willpower. It is an environmental condition that disrupts the temporal and spatial conditions for reflexivity, while simultaneously multiplying stimuli and options in a way that makes reflexivity more necessary. I often use it as a mechanism linking platform environments to lived agency.

10. Cognitive triage

Cognitive triage is the habit of attending to what is urgent at the expense of what is important, when demands outstrip capacity. It is not only a personal coping style, but a cultural and organisational pattern, one that can leak into everything, turning life into an endless sequence of clearance operations.

11. Communicative escalation

Communicative escalation is the intensification of communicative demands and cues. More messages, more channels, more expectation of responsiveness, more performance of presence. I use it to describe a shift in what it takes to be “in” a social or organisational world, and how that shift changes attention, anxiety, and the possibility of sustained trajectories.

12. Cultural abundance

Cultural abundance is the proliferation of cultural objects competing for attention, interpretation, and incorporation. It names the background condition in which selection becomes harder, because there is always more to read, watch, listen to, respond to, and be seen responding to.

13. Accelerated academy

The accelerated academy is not just “working faster.” It is a structural condition of temporal pressure, audit expectations, communicative escalation, and intensification, with personal and epistemic consequences. The key point is that acceleration is not merely experienced, it is organised.

14. Busyness

Busyness is often treated as a virtue, a marker of importance, or a kind of moral alibi. I tend to treat it as an ambiguous signal: sometimes a symptom of real load, sometimes a competitive performance, often both. It matters because busyness reshapes what we can notice, and thus what we can criticise.

15. Platform capitalism

Platform capitalism is my way of insisting that platforms are not neutral media. They are business models, incentive structures, and infrastructural enclosures that reorganise social activity around extraction and monetisation. When I use the phrase, I am usually pointing to how economic incentives shape epistemic and affective environments.

16. Platforms as structure

I resist treating platforms as tools or mere environments. I treat them as socio technical structures with emergent powers, shaping action without determining it. This is central to the argument of Platform and Agency, where platforms appear as a fourth dimension needed for describing contemporary morphogenesis.

17. Platformisation

Platformisation is the diffusion of platform logics into domains that were not previously organised that way, including universities. It is about organisational dependence on platform infrastructures, and the subtle shift from local governance to externally set terms of engagement.

18. Epistemic chaos

Epistemic chaos is the breakdown of shared doxa and shared epistemic standards, alongside the multiplication of challenges to whatever remains. It is not simply misinformation. It is an environment in which certainty becomes harder to ground and easier to perform, often through platforms whose incentives reward salience over settlement.

19. Epistemic flooding

Epistemic flooding is a specific mechanism within epistemic chaos. It refers to chronic exposure to more information and evidence than can be diligently processed, in a way that reshapes everyday epistemic practices and affects communities as well as individuals.

20. Post truth

I use post truth less as a claim about individual dishonesty and more as a description of infrastructural conditions in which factuality is harder to stabilise. In that sense, generative systems intensify existing dynamics rather than inaugurating them.

21. Meta content explosion

The meta content explosion is the proliferation of derivative, automated, and semi automated content that clogs the channels through which attention and knowledge circulate. It is one way generative systems feed back into the attention economies of platforms, increasing noise and raising the cost of discernment.

22. Lifeworld

Lifeworld is a deliberately unfashionable term I keep returning to because it names the texture of everyday activity, habits, norms, and practical reasoning. It is the space in which technologies become ordinary, not because they become morally neutral, but because they become woven into what people do without needing constant explicit decision.

23. Colonisation of the lifeworld

Colonisation is the movement by which system logics, including market and managerial logics, intrude into everyday meaning making and social relations. When I invoke it around platforms, I am pointing to how infrastructural dependence can reorganise what counts as participation, relevance, and success.

24. LLMs in the lifeworld

This is a way of naming the shift from “chatbot as novelty” to “language model as ambient infrastructure.” It is not a claim that everyone uses them constantly, but a claim about how they begin to appear in ordinary tasks, organisational expectations, and cultural assumptions. The term is meant to keep attention on embedding, not only on capability.

25. Assessment panic

Assessment panic names the early wave of institutional anxiety about substitution, integrity, and control when machine generated text became widely available. The term matters because panic narrows the problem frame, making detection seem like the obvious solution, and obscuring longer term questions about what assessment is for in a world where generative tools are ubiquitous.

26. Detection scepticism

Detection scepticism is not a moral posture. It is an empirical and practical stance: tools do not authoritatively identify machine generated text, and the harms of false positives, including the uneven distribution of suspicion, are predictable. I use this to argue that institutional responses must move away from the fantasy of technical fixes.

27. Dialogical toxicity

Dialogical toxicity is the tendency of platform incentives to generate interactional styles that corrode conversation, including for academics engaging in public scholarship. I treat it as organisationally consequential, because it reshapes what “public engagement” costs and who is willing to pay it.

28. Public scholarship

Public scholarship is not simply “being visible.” It is a mode of sociological practice that depends on infrastructures, norms, and support, and it can be enabled or undermined by the platforms on which it is attempted. I increasingly treat conversational agents as a new support for public work, while insisting that this support sits inside platform capitalism and inherits its tensions.

29. Enshittification

Enshittification is a process term. It names how a service degrades through successive rounds of extraction, rent seeking, and reorientation toward monetisation, not merely that it “gets worse.” I use it to keep the focus on mechanisms and incentives, and I worry when the term becomes a loose insult rather than an analytic tool.

30. Exit costs

Exit costs are what make “you can always leave” into a half truth. They include loss of social ties, professional visibility, archives, habits, and the simple friction of rebuilding elsewhere. They matter because many platform promises rely on the fiction of easy exit, while quietly deepening dependence.

#blog #blogging #GPT52 #reflexivity #theorising #theory