CULTURAL ARTIFACT ANALYSIS

I present a cultural critique of Instagram’s algorithmic infrastructure, analyzed through the lens of cultural and critical theory.

Instagram’s Algorithm as a Cultural Artifact

What does it mean to exist inside a system that decides, second by second, whether you are worth seeing?

That is not a philosophical hypothetical, rather it is the daily condition of over two billion people who use Instagram. Most of us accept it as infrastructure: neutral, invisible, just how the internet works. But Instagram’s algorithmic curation system, its public display of likes and follower counts, and its experiment with hiding likes are not neutral technologies, but cultural artifact that encodes ideology, reproduces hegemony, and commodifies the self. Instagram launched in 2010 with a chronological feed. In 2016, the platform abolished that architecture, replacing it with an algorithmic ranking system that predicts and maximizes engagement. The stated rationale was benevolent: users were “missing 70% of posts.” What went unsaid was that “what matters most” is defined entirely by what maximizes time-on-platform and advertising yield.

This is, in Antonio Gramsci’s (1971) terms, a hegemonic operation. Hegemony rules not by force but by making its own logic feel like common sense. The algorithmic feed presents itself as a service: personalized, helpful, frictionless ; while it reorganizes social visibility around the interests of platform capitalism. Stuart Hall’s (1980) encoding/decoding framework illuminates this at the level of meaning. Instagram encodes posts through algorithmic amplification, with a preferred meaning: visibility equals value, engagement equals worth. Users decode these signals from a dominant position, internalizing platform metrics as an accurate reflection of social reality. The scroll becomes a consent machine.

Theodor Adorno and Max Horkheimer (1944/2002) warned that the culture industry reduces human experience to a commodity, standardizing difference, manufacturing false needs, and integrating audiences “from above.” Their diagnosis, written about mid-century mass media, reads today as a description of Instagram’s metric infrastructure. The public display of like counts and follower numbers is an architecture of quantified selfhood, submitting every post to real-time market evaluation. Shoshana Zuboff (2019) names this surveillance capitalism: the extraction of behavioral data as raw material for prediction products. On Instagram, the behavior monetized is the performance of selfhood, one in which the user generates identities, relationships, and emotions as raw material, while the platform converts these into advertising intelligence. The result, as Taina Bucher (2018) argues, is programmed sociality: social life that does not simply occur on the platform but is actively shaped by it. Algorithms do not reflect who we are, they make certain versions of us legible while rendering others invisible.

References

BBC News. (2021, May 26). Instagram lets users hide likes to reduce social media pressure. https://www.bbc.com/news/technology-57254488

Bucher, T. (2018). If… then: Algorithmic power and politics. Oxford University Press.

Festinger, L. (1954). A theory of social comparison processes. Human relations, 7(2), 117-140.

Gramsci, A. (2020). Selections from the prison notebooks. In The applied theatre reader (pp. 141-142). Routledge.

Horkheimer, M., Adorno, T. W., & Noeri, G. (2002). Dialectic of enlightenment. Stanford University Press.

Murdock, G. (2017). Encoding and decoding. The International Encyclopedia of Media Effects, 1-11.

Zuboff, S. (2023). The age of surveillance capitalism. In Social theory re-wired (pp. 203-213). Routledge.