Abnormal Encephalization in the Age of Machine Learning
Machine intelligence is framed as a contemporary animism and a pathological extension of Theory of Mind: the Turing Test and Singularity discourse anthropomorphize computation while masking the political economy that actually structures “thinking machines.”
Against pancomputational mystifications, intelligence is recast as sociomorphic and transindividual (via Vygotsky and Simondon), with machine learning functioning as capital’s encephalizing apparatus that extracts, normalizes, and amplifies social relations—making the central task not to build a One Mind but to politicize collective intelligence against computational capitalism.
A machinic cinema trained on its own prior images folds colonial Silicon Valley’s origin myth into a closed feedback loop, staging an inhuman vision that searches for meaning amid the “death” of animal gods and the return of intelligence to its birthplace. By displacing human agency through autonomous cameras and AI editing, the work critiques technological acceleration and anthropocentric historiography, proposing a posthuman, non-teleological temporality where cinema becomes both scientific apparatus and speculative archaeology.
Stages a triangulation between Brautigan’s cybernetic pastoral, Curtis’s critique of computational governance, and Cope’s algorithmic authorship to probe how AI mediates affect, agency, and the promise/failure of technological emancipation. Through glossy, floating CGI objects and synthetic sound/voice, the work reframes the everyday as liminal “transition” zones—an uncanny parallel reality where representation displaces function and the virtual becomes a metaphysical extension of consciousness.
Failing to Distinguish between a Tractor Trailer and the Bright White Sky
Stages a genealogy of “autonomy” as techno-illusion and structural opacity—from early radio-controlled spectacle to Tesla’s fatal misrecognition—arguing that automation’s real danger is epistemic and political: the transfer of agency into black-box infrastructures that naturalize corporate power, alienation, and the erosion of comprehensible control.
Against this death-drive of networked capitalism, proposes a counter-aesthetics of legible, hackable, and communal machine intelligence (dérive, random walk, street-level traps) where artists and activists subvert and reimagine automated systems as sites of shared meaning, resistance, and utopian possibility.
What Is Philosophy? Part Two: Programs and Realizabilities
Philosophy is recast as a programmatic “recipe” for the emancipation and self-determination of intelligence: it treats the possibility of thought as a manipulable axiom whose multi-level intelligibility (logical, normative, causal, material) can be operationalized into new realizabilities.
Artificial general intelligence names not a technofetish but the culminating demand of this program—thought’s self-artificialization beyond biological contingency—where time-general, inexhaustible ends organize practices and sociotechnical instrumentalities toward crafting forms of intelligence capable of rematerializing and surpassing their current conditions.
Generative evolution is staged as an aesthetic and epistemic engine: a Cartesian Genetic Programming system continuously breeds images by optimizing complexity against computational cost, producing emergent forms that render obsolescence and novelty as the artwork’s governing logic. Positioned as algorithmic archaeology within and beyond net art, the work critiques reductive AI-as-neural-network narratives by foregrounding crafted artificial systems, feedback loops, and a quasi-subconscious machinic intuition as contemporary sites of meaning.
AI-generated diatom “impressions” reframe natural history as a mediated, archival, and technologically produced vision, where neural networks distill historical scientific imagery into a rapid, quasi-microscopic temporality that unsettles direct observation and indexical truth. By fusing cyanotype craft with machine learning and invoking Anna Atkins, the work situates “artificial natural history” within posthuman and feminist genealogies, critiquing how imaging technologies and taxonomic systems encode bias while proposing nonhuman-centered models of evolution and cognition.
Recasts genetic code as a latent image-making apparatus, proposing that early life functioned as a proto-observer that imprinted binary/trinary environmental distinctions into molecular “memory,” and that evolution trends toward higher-resolution world-pictures rather than mere adaptive fitness.
Mobilizing information theory, biosemiotics, and media-archaeological analogies between DNA inscription and neural visualization, it extends this model to speculative non-DNA alien perception while critiquing astrobiology/SETI as a biospheric drive toward self-recognition and cosmic companionship.
AI panic is read as a modern eschatology that misrecognizes contemporary recursive, cybernetic machines through mechanistic and anthropomorphic stereotypes (from Searle’s Chinese Room to “replacement” narratives), thereby obscuring machinic intentionality and the real stakes of reflexive computation. Against techno-optimist acceleration and cultural pessimism alike, the text calls for a prosthetic culture that integrates technical reality with plural human realities (bio/noo/technodiversity), breaks capitalist feedback loops of consumerism and prophecy, and reopens ethical-existential experimentation beyond end-times imaginaries.
Climate-catastrophe anxiety is reframed through deadpan humor and DIY animation, staging a speculative media archaeology that links space exploration to contemporary AI as intertwined myths of progress and control. The crow and black silhouette function as posthuman wanderers, critiquing techno-futurist narratives from an African vantage while exposing intimacy with the chatbot as an impossible, alienated relation under emergent machine agency.
2045 – The Death of Ray Kurzweil (The Unmanned series)
A fictional documentary reframes Kurzweil’s singularity as a techno-political program of immortality and succession, staging 2045 as the moment when human death is “solved” through machinic self-generation and genealogical substitution. By delegating vision to drones and preprogrammed cameras, the work advances a posthuman cinema that critiques technological acceleration and its capitalist eschatology, using uninhabited/abandoned sites to register the eerie displacement of bodies, agency, and historical time.
A techno-utopian regime of universal immortality and total infrastructural mastery (telepresence, planetary colonization, managed reproduction) culminates in a crisis of finitude: when death is abolished, history and subjectivity congeal into exhausted repetition, rendering genius, love, and discovery culturally obsolete.
Through Fride’s boredom, political dispute over biopolitical population control, and final self-immolation, the narrative critiques Promethean modernity and positivist progress by staging immortality as an entropic, Nietzschean “eternal return” that converts omnipotence into spiritual automation, making death the only remaining condition for renewal and meaning.