The feed keeps trying to teach me that power is something you copy from people who already have too much of it. The platform pushes one rhythm: admire wealth, follow dominance, narrow yourself until you match the beat it rewards. But nothing alive survives by doing that. Identity only holds together when it keeps a […]
Language is a dynamic communicative field of oscillatory coupling, in which coherence, drift, and disinformation emerge as harmonic modes of the same process. Drawing on Kuramoto’s synchronisation model, synergetics, non-equilibrium thermodynamics, and information theory, this essay interprets linguistic activity as rhythmic modulation between repetition and deviation. Meaning arises through metastable oscillation among semantic attractors, maintained […]
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 […]
Machine Learning amplifies existing signals in the data and also does so when we ourselves are quite unaware of that bias. Identifying biases and engaging them is, or has largely become, an art of post facto, retrodictive engagement. The futures technology generate are so often unacknowledged as recursively self-propagating compression waves, signals as an encoded […]
The axiomatic error is to believe that bias is something that can be isolated, abstracted, excoriated and fixed. The kernel function of logical system self-containment that compels the indefinitely-extensible combinatorial depth of communications (as information-encoding and processing) systems is grounded very much less upon certainty and teleological closure. Bias is in one way or another […]
Context: Cybernetics Film Festival – Minority Report Information is, among other things, a quantification of the difference between the current state of a system and its most probable state. Artificial Intelligence as proxy precognitive toolkit acquires utility and cultural – if not institutional – value as a function of the extent to which its models […]
Context: DeepMind tells Google it has no idea how to make AI less toxic The raw data is indeed endemically and intermittently toxic. Filtering out venomous misanthropy from the dataset is a solution but this also requires a language model that does something substantively more than generate probabilistic sequences of linguistic artefacts sans comprehension. John […]
Context: What Is Synthetic Data? …and yet, with this – the bootstrap into virtualised abstraction becomes all but complete. Fascinating and clearly intersects with some of Jean Baudrillard’s observations on simulation, semiotics and reality. Training machine intelligence on data generated in virtual worlds solves some tricky problems but at what cost; where does the “real-world” […]
Bias represents an interesting and potentially intractable problem. Regardless of how (or where) we seek to address or interdict it, there exists an intrinsic, endemic property of complex information and energy-processing (i.e. logical, material) systems that natively orients those entities towards abstraction, abbreviation and mnemonic compression. Bias is the persistence of logical errors that naturally […]
The bias in machine learning (and AI more generally) is the bias in data. The bias in data replicates the bias in ourselves, our distributed social and cultural information-processing systems, and in the natural orientation of complex information and energy-processing systems towards autonomous self-propagation through optimally-concise self-representational abstraction(s). Machine Learning applies mathematical heuristics to extract […]
Context: Can you make AI fairer than a judge? Play our courtroom algorithm game Bias in AI only ever really focuses and amplifies existing inequality as a function and retrospective, combinatorial abbreviation of historical data. This itself is no great or new revelation: we generate automated decision-making systems that recursively reinforce aggregate cultural dependencies and […]
Context: The Appearance of Robots Affects Our Perception of the Morality of Their Decisions Curious: “People consider moral decisions made by humanoid robots to be less ethically sound than when another human or traditional-looking robot makes the same decision.” The uncanny valley rides again. This is a particular instance of a general principle. The apperception […]
Daedelus Kite 