MK
@mkay
MK
@mkay
![Thumbnail of Towards Recommender System Optimization: Our Data Tool for Algorithmic Optimization on Spotify [Part 1]](https://uploads-ssl.webflow.com/6206e1343aa2f122195717f8/6310b1a1447a22ac785a50ae_alina-grubnyak-ZiQkhI7417A-unsplash%20(1).jpg)
Cultural production is ever more finely attuned to attention, which is ever more pervasively measured and monetized. Commerce and culture are locked in an ever-tighter embrace.
Yet the cultural dominance of the iPhone — and the transformation of the open internet into “walled gardens” and apps focused on simplifying the user experience — has taken the “triumph of seamless usability” to a new level. This “tyranny of convenience,” to borrow Tim Wu’s phrase , should sensitize us to what may be lost when democratization
... See moreFor most, the pleasures of digital cultural consumption are uncoupled from the exertions of curatorship. Today’s digital consumers are no longer being fed a limited diet of standardized cultural products, but they are still being fed. Consumption may be personalized, but it would be a stretch, in most cases, to call it self-directed — and it is
... See moreThe means of circulation are algorithmic, and they are not subject to democratic accountability or control. Hyperconnectivity has in fact further concentrated power over the means of circulation in the hands of the giant platforms that design and control the architectures of visibility.
Anybody can speak, but in an increasingly saturated cultural environment, nobody may be listening. Gatekeepers may no longer control what gets published, but algorithms control what gets circulated. Who sees what — in the domain of culture as well as news and commentary — is governed by opaque and proprietary software.