Categories
Philosophy

The Entropy of Simplicity: Language, Ideology, and the Field

The rise of rigid ideology is a reciprocal function of the simplicity of the language with which it embellishes itself. This is not a moral judgement, nor an apologetic for autocracy, but a statistical inevitability: simplicity wins because simplicity persists. Such narratives are not the only dynamics at work, but they gain disproportionate attention. Words […]

Categories
Futurism

If AI outlasts us

AI’s future depends on human choices: it will either replicate our biases and aggression or, with ethical design, transcend them to reflect the best of human intelligence. In the rapidly evolving field of artificial intelligence, a pressing question arises: if (ie when) AI outlasts humanity, will it carry forward our less desirable traits—biases, hierarchies, or […]

Categories
cybernetics

Objective Function of Machine Learning

Studying machine learning now looks less like a steady ascent and more like an asymptotic orbital reference frame perennially caught in and constrained between attraction and repulsion. The desire is centripetal, a pull towards the imagined centre of mastery and promise, but the structure itself functions centrifugally, casting people back out, denying arrival. The gap […]

Categories
Philosophy

Architecture of (dys)Advantage

It was never intelligence they were sold—it was leverage.Not insight, not understanding—just a mechanism to centralize control across distributed complexity. Artificial intelligence was never the final technology; it was a convenient fiction, framed as an endpoint to justify expansion. The fantasy was this: that thought could be automated, systematized, and monetized without encountering the frictions […]

Categories
Philosophy

Intelligence is not Solved

For all the triumphalist noise surrounding artificial intelligence, what’s been operationalized is not intelligence, but a functionally narrow slice of cognition—one optimised for pattern recognition, statistical inference, and linguistic mimicry. It is an impressive toolkit, to be sure, but mistaking it for general intelligence is like mistaking a wrench for an entire workshop. What’s been […]

Categories
technology

LLMs and Institutional Change

Current institutional angst (as sociocultural microcosm) and advice regarding the provenance of machine generated words, sentences and documents feels a little misdirective. That is, it still takes considerable intelligence and patience to extract and usefully curate prose or otherwise insightful text from these new tools. If an LLM has been used is itself neither good […]

Categories
cybernetics

Generative Monoculture

What, exactly, does excruciatingly monocultural generative content tell us? While satire and parody acquire significance as a function of their grounding in the consensus reality of whichever time and place they reflect, and given that sum combinatorial complexity of interdependent cultural systems is incommensurable with any bounding measures or methods and “intelligent” machines we currently […]

Categories
cybernetics

AI & Language

We are collectively navigating a technologically-mediated inflection point and communicative phase transition in which runaway acceleration of dissipative processes (i.e. explosive decompression) are dramatically reshaping how we engage with and understand humanity’s core operating system of language. AI is not simple but in this context it is simply an interface, as is intelligence. Recursively self-propagating […]

Categories
narrative

AI, Meaning, Absence

Words acquire meaning from adaptively relational dependency and entanglement with other words and definitions in whichever language, mind or culture they inhabit. Extrapolating this to sentences (and beyond, to narrative and ideology or any other linguistically-mediated system of belief), the combinatorial complexity of referential dependencies quickly becomes effectively unintelligible. A useful mnemonic and metaphor is […]

Categories
cybernetics

Sickly Sweet Insubstantiality: Generative AI in Popular Music

The music produced here is eminently forgettable, perhaps highlighting a bias of the attention economy towards confectionery-like superficiality. We’re being overwhelmed by a tide of short sharp bursts of information content that lack substantive value or meaning. As a kind of procedural “hollowing out” of ourselves and our diverse histories, this surely poses a risk to the preservation and sustainment […]

Categories
technology

Education and AI

We have stepped across an event horizon in which accelerating rates of technical change and the proliferation of “cognitive” tools have outpaced our personal, professional and/or collective ability to stay on top of the diversity and utility of these rapidly speciating systems. Strategic planning for education (as much as for the broader world) will be […]

Categories
technology

AI Gold Rush

A literal gold rush moment, but let’s not kid ourselves about the good, the bad and the ugly of it all. The cadence is already beyond effective management: everyone is constantly playing catch up, and – if you read between the lines, this uncertainty is the kernel core of the value and utility of an […]