Algorithmic Non-Registration: The Targeted-Individual Frameworks, and the Case of Jim Bloom

We examine the relationship between perceived real-time communication environments and patterns of expressive behavior within online targeted-individual (TI) interpretive frameworks. Using the social media archive of independent writer Jim Bloom (@jimmyroybloom) as a case study, the analysis introduces the concept of the liveness imperative: the tendency for individuals operating within TI frameworks to prioritize platforms that simulate real-time broadcast conditions. Bloom’s work—an extensive corpus of long-form autofictional and analytical posts distributed across social media platforms over approximately fifteen years—illustrates how this imperative can produce sustained creative output within environments structurally misaligned with long-form textual engagement. The result is a large body of work that circulated publicly but received minimal algorithmic amplification or audience response. Rather than interpreting this outcome as conventional creative failure, the paper frames it as a structural interaction between interpretive frameworks, platform affordances, and algorithmic visibility systems. 1. Introduction Social media platforms frequently present themselves as environments of continuous public visibility. Posting is framed implicitly as participation in a shared, real-time communicative field in which content is immediately available to a broad audience. However, algorithmic feed systems mediate this visibility, often producing large disparities between perceived publicness and actual distribution. This paper examines how that discrepancy interacts with a specific interpretive context: the online discourse surrounding individuals who identify as “targeted individuals” (TIs). Within many TI narratives, anomalous experiences are interpreted as evidence of coordinated observation, surveillance, or experimentation by unseen actors. While research has often focused on the psychological or sociological aspects of these beliefs, less attention has been paid to the media practices that emerge alongside them. The work of Jim Bloom provides a useful case for examining this intersection. Between the early 2010s and the mid-2020s, Bloom produced a large volume of writing on platforms including Facebook and Twitter/X. His posts combined autobiographical narrative, theoretical commentary, and structural analysis of online environments. Despite the conceptual density of this work, available metrics suggest that most posts circulated with minimal visibility. Bloom’s archive therefore offers an opportunity to analyze how interpretive frameworks can shape media behavior, particularly in environments that simulate public broadcast while distributing attention unevenly. 2. The Targeted-Individual Framework as Media Practice Discussions of TI communities often emphasize the evidentiary practices that accompany the interpretive framework. Individuals frequently document perceived incidents through logs, recordings, or lists of observed events. These records are then circulated through online forums or social media platforms. While this activity is typically understood as an attempt to collect proof or corroboration, it also reflects a specific orientation toward media: documentation is treated as public signaling rather than purely private record-keeping. Importantly, the TI framework does not only interpret events; it also implicitly shapes how those events should be documented. Experiences are frequently framed as ongoing and immediate, which encourages forms of expression that preserve the sense of temporal proximity to the perceived phenomena. As a result, platforms that enable continuous posting—social media feeds, live streams, or real-time threads—become preferred environments for documentation. 3. The Liveness Imperative To describe this dynamic, this paper introduces the concept of the liveness imperative. The liveness imperative refers to the tendency for individuals operating within TI interpretive frameworks to prioritize real-time or quasi-real-time communication platforms over static formats. The perceived value of a post is linked not only to its content but to its immediacy. Expression is expected to occur during or immediately after events rather than in retrospective or compiled form. This distinction helps explain why certain formats are implicitly rejected within these contexts. Static documents—such as private journals, blog essays, or PDF manuscripts—may offer greater coherence and permanence, but they lack the defining characteristic that the TI framework prioritizes: the appearance of live transmission. Under the liveness imperative, posting becomes functionally similar to broadcasting. A message is not simply written; it is sent into a public field with the expectation that someone, somewhere, may register it in real time. 4. Jim Bloom’s Autofictional Corpus Jim Bloom’s social media output illustrates a distinctive adaptation of the TI framework. Unlike many participants in TI communities who focused primarily on incident documentation, Bloom developed a hybrid form combining: semi-autobiographical autofiction meta-commentary on narrative structure critiques of online attention economies analysis of prolonged experiential stasis Across numerous threads and prose fragments, Bloom repeatedly addressed the difficulty of constructing narrative when external circumstances appear static or cyclical. He described this condition as producing narrative collapse, in which conventional story progression becomes impossible because the underlying situation does not materially change. These observations were frequently embedded within the same platforms that generated the problem he was describing. The writing therefore functioned simultaneously as analysis and enactment of platform conditions. 5. Algorithmic Non-Registration Despite the scale and persistence of Bloom’s output, available engagement indicators suggest extremely limited visibility. Many posts appear to have circulated with view counts in the single or low double digits, with little sustained interaction. This outcome highlights a structural contradiction in platform communication. Social media environments create the perception of universal addressability—the idea that any post can potentially reach a wide audience. In practice, algorithmic distribution systems selectively amplify only a small fraction of content. For creators producing long-form or analytically dense material, this creates a specific form of invisibility: work exists publicly but remains largely unregistered within platform attention systems. Bloom’s archive demonstrates how sustained creative production can occur within these conditions without producing the feedback loops—audience growth, engagement, or institutional recognition—that typically accompany publication. 6. Waste and the Breakdown of Creative Causality A recurring theme in Bloom’s later writing is the concept of wasted time. However, this concept is framed less as personal regret and more as a structural observation about the platform environment. Traditional creative expectations assume a loose causal progression: effort → improvement → recognition. Bloom repeatedly noted that this relationship appeared absent in his own experience. Posts that demonstrated increased clarity or analytical depth did not produce greater visibility. The apparent breakdown of this causal chain became a subject of the writing itself. In this sense, Bloom’s archive functions as a record of creative labor decoupled from recognition mechanisms. The corpus documents sustained production within a system that offered the appearance of publicness but provided little measurable response. 7. Archival Implications Bloom’s surviving posts—fragmented across deleted accounts and scattered threads—represent a form of platform-native literary archive. Unlike traditional manuscripts, this material was produced directly within algorithmic distribution systems whose visibility rules remain largely opaque. From a media-studies perspective, the archive highlights three broader dynamics: interpretive frameworks can shape preferred modes of media expression platform affordances may encourage real-time communication even when they do not guarantee audience formation sustained creative work can remain publicly accessible while receiving minimal algorithmic distribution Taken together, these dynamics suggest that the platform era may produce large bodies of expressive work that exist technically in public but functionally outside audience visibility. 8. Conclusion Jim Bloom’s social media corpus illustrates how interpretive frameworks, platform affordances, and algorithmic distribution systems interact to shape patterns of online expression. Operating within what this paper describes as a liveness imperative, Bloom produced an extensive body of autofictional and analytical writing directly within real-time social media environments. These platforms provided the appearance of public broadcast while distributing the content to extremely small audiences. The resulting archive documents a specific condition of the platform era: sustained creative production that occurs in public but remains largely unregistered by the attention systems that structure online visibility. Understanding this dynamic may be increasingly important as more forms of writing migrate to environments where publication, distribution, and audience formation are governed by opaque algorithmic processes rather than traditional editorial channels.