Algorithmic Sabotage Research Group Asrg 2021 -

: Identifying and trapping AI web-crawlers in "tarpits"—slow-loading websites filled with garbage data that consume vast amounts of compute-time.

Early results, shared in a preprint, suggest that sabotage leaves a distinct in gradient updates: a kind of “stutter” in loss landscape smoothing. If validated, this could become the first practical defense against algorithmic self-sabotage.

As artificial intelligence systems, large language models (LLMs), and autonomous data-scraping crawlers absorb vast expanses of human culture, a growing movement of digital resistance has emerged. Within this landscape, the ASRG acts as a conceptual anchor, offering both theoretical frameworks and actionable strategies to challenge the unchecked expansion of corporate infrastructure. 1. Core Philosophy: The Manifesto on Algorithmic Sabotage algorithmic sabotage research group asrg

The ASRG’s most concrete contribution to the movement is its ongoing work in curating a list of for digital sabotage. The group actively shares a "curated list of strategies, offensive methods, and tactics for (algorithmic) sabotage, disruption, and deliberate poisoning". These tools are designed to poison training data, disrupt scraping operations, and waste the computational resources of AI companies. Key examples from their list include:

While the Algorithmic Sabotage Research Group is a radical political and artistic collective, the acronym ASRG is also used by other unrelated organizations: Core Philosophy: The Manifesto on Algorithmic Sabotage The

This positioning places the ASRG in direct opposition to the centralizing tendencies of tech monopolies. By advocating for the destruction of data pipelines rather than the creation of "ethical AI," the group seeks to challenge the very premise that computation must be controlled by corporate or state hierarchies. The "Manifesto on Algorithmic Sabotage" is thus not merely a how-to guide; it is a political intervention aimed at redefining the terms of engagement in a highly asymmetrical power struggle.

: A computer science team at the University of Texas – Rio Grande Valley focusing on nanotechnology applications. Internet Research Task Force Manifesto on Algorithmic Sabotage Don't show me your AI. It is rude! - Tactical Tech and tactics for (algorithmic) sabotage

The manifesto is structured around ten propositions, numbered from 0 to 9. Key themes woven throughout these propositions include:

The Algorithmic Sabotage Research Group serves as a vital reminder that technology is not a neutral force. As algorithms become more pervasive, the ASRG’s work in documenting and theorizing resistance ensures that the "human element" remains capable of pushing back against the machine.

Disrupting the training data for AI models to produce biased or incorrect results.