Algorithmic Sabotage Research Group — %28asrg%29
The Algorithmic Sabotage Research Group highlights an urgent area of AI risk: actors intentionally or accidentally undermining algorithmic systems with real societal consequences. Combining technical rigor, responsible disclosure, and policy engagement, ASRG-style research helps make automated systems more robust, transparent, and trustworthy—reducing the risk that algorithms will be turned against the people and institutions that rely on them.
"Algorithmic Sabotage: A Framework for Analyzing and Mitigating the Impact of Adversarial Manipulation on Optimization Algorithms"
This paper provides a comprehensive framework for understanding algorithmic sabotage and its effects on optimization algorithms. The authors introduce a systematic approach to analyzing and mitigating the impact of adversarial manipulation on optimization algorithms.
Authors:
Publication Details:
Summary: The paper presents a framework for analyzing and mitigating algorithmic sabotage attacks. The authors define algorithmic sabotage as a type of attack where an adversary manipulates the input or internal state of an optimization algorithm to cause it to produce suboptimal or incorrect results. They provide a taxonomy of algorithmic sabotage attacks and propose a set of mitigation strategies to defend against such attacks.
Key Takeaways:
Accessing the Paper: You can access the paper through various online platforms, including:
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Algorithmic Sabotage Research Group (ASRG) is a "conspiratorial, aesthetico-political, practice-led research framework" that explores the intersection of digital culture and information technology.
Based in Athens and active as of mid-2024, the group advocates for "algorithmic sabotage" as a form of counter-power against contemporary digital domination. Their work is largely focused on subverting capitalist ideological frameworks and reclaiming spaces for ethical action through direct action and community solidarity. Key Document: Manifesto on Algorithmic Sabotage The group's most prominent publication is the "Manifesto on Algorithmic Sabotage" (Athens, May 2024). You can find the full text of this Manifesto on Reincantamento Core Concepts from the Paper: Techno-Disobedience:
Sabotage is framed not as a simple hatred of technology (Luddism), but as a militant "figure of techno-disobedience" aimed at hegemonic systems. Labor of Subversion:
It calls for dismantling "algorithmic domination" to create room for social autonomy and egalitarianism. Action-Oriented Solidarity:
The group emphasizes that their commitment to solidarity precedes any system of social or legal classification. Research Context
The ASRG operates as an ongoing project, often publishing through independent collaborative platforms like Our Collaborative Tools
rather than traditional academic journals. Their research often blends art, activism, and technical critique to propose "wildcat direct action" against hegemonic technologies. , or are you interested in the practical methods of digital sabotage they describe? Drop #17. Manifesto On Algorithmic Sabotage
The Algorithmic Sabotage Research Group (ASRG) is an ongoing, aesthetico-political research framework that explores the intersection of digital culture and information technology. Describing itself as "conspiratorial," the group advocates for "techno-disobedience" against what it calls the "algorithmic empire"—systems of control that reinforce structural injustice and profit-driven optimization. 🛠️ Radical Techno-Politics: The ASRG Manifesto
The Algorithmic Sabotage Research Group (ASRG) is moving beyond simple technology critique toward a militant "counter-intelligence." They aren’t just looking at the code; they are looking at the power dynamics behind it.
What is Algorithmic Sabotage?It is a form of counter-power used by communities to dismantle algorithmic domination. It’s not about a "fear" of technology, but a struggle for social autonomy and communal constraint of harmful systems. Key Principles from the Manifesto:
Political First: Techno-politics isn't about better code; it’s a political struggle. ASRG prioritizes radical feminist, anti-fascist, and decolonial perspectives to challenge "reductive optimizations".
Against "Algorithmic Violence": The group fights against the ways algorithms dehumanize, segregate, and exploit—specifically opposing "fascist techno-solutionism".
Praxis Over Theory: ASRG turns discourse into action, encouraging "wildcat direct action" and artistic-activist resistance to reclaim spaces for ethical, human dignity.
Material Impact: They highlight the physical consequences of the "algorithmic empire," from carbon emissions to the centralization of control. Resources: Read the full Manifesto on Algorithmic Sabotage. Explore their ongoing projects on Our Collaborative Tools. Drop #17. Manifesto On Algorithmic Sabotage
The Algorithmic Sabotage Research Group (ASRG) is a collective focused on "techno-disobedience" and "counter-power" against what they term the "algorithmic empire."
They frame algorithmic sabotage not as a simple hatred of technology, but as a proactive, militant strategy to dismantle systems of algorithmic domination and reclaim ethical agency. Core Philosophy and Goals
Techno-Politics: The group argues that the first step of resistance is political, not technical. They advocate for communal constraints on harmful technologies that prioritize profit over solidarity.
Resistance Frameworks: Their work is deeply rooted in radical feminist, anti-fascist, and decolonial perspectives.
Artistic-Activist Resistance: They promote "prefigurative techno-political strategies," often using art as a vehicle for resistance. Key Research and Tactics
Manifesto on Algorithmic Sabotage: Published in Athens in May 2024, this document outlines their commitment to "wildcat direct action" against hegemonic technology.
Theorizing Sabotage: A collaborative project focused on conceptualizing sabotage as a means to counter necropolitical technologies and structural injustices. Practical Sabotage Tools:
Data Poisoning: Creating "jumbled" files that appear as valid JPGs to humans but act as useless noise for AI training models, a process easily integrated into static site pipelines. algorithmic sabotage research group %28asrg%29
Counter-Intelligence: Developing a collective mentality to resist algorithmic violence and "fascist techno-solutionism." Related Entities (Potential Confusion)
The acronym ASRG is common in the tech and security space. You may also be interested in: Drop #17. Manifesto On Algorithmic Sabotage
The Algorithmic Sabotage Research Group (ASRG) is a decentralized, "conspiratorial," and practice-led research initiative that operates at the intersection of digital culture, information technology, and militant activism. Rather than viewing technology through a lens of neutral optimization, the ASRG conceptualizes "algorithmic sabotage" as a necessary form of counter-power to dismantle what it calls the "algorithmic empire"—a regime of structural injustice, profit maximization, and automated domination. Core Philosophy: The Manifesto on Algorithmic Sabotage
The group’s theoretical foundation is encapsulated in its Manifesto on Algorithmic Sabotage, a set of ten statements (numbered 0 to 9) that outline a vision for techno-disobedience. Key principles include:
Political Primacy: The ASRG asserts that the first step of techno-politics is not technical but political. It integrates radical feminist, anti-fascist, and decolonial perspectives to challenge "reductive optimizations".
Techno-Disobedience: Sabotage is framed not as a blind hatred of technology (Luddism in the pejorative sense), but as a form of "militant algorithmic agency" used to reclaim spaces for ethical action.
Mutual Aid vs. Profit: The group explicitly rejects "algorithmic humiliation" for profit, instead advocating for technologies that prioritize community care, interdependence, and collective solidarity. Strategic Methodologies and Tactics
The ASRG focuses on "artistic-activist resistances" and "prefigurative techno-political strategies" to disrupt harmful AI and algorithmic systems. Their documented tactics often involve:
Data Poisoning: Orchestrating the deliberate disruption or corruption of data within AI operational workflows to undermine the integrity of automated decision-making.
AI Crawler Defenses: Developing methods to protect websites from generative AI crawlers, such as "tarpitting" (slowing down crawlers for aeons of compute time) or serving them garbage data to pollute training sets.
Militant Aesthetics: Utilizing visual projects and zines—such as attracting attention—to delineate the concept of sabotage through a collectively driven process of authorship. Projects and Collaborative Frameworks
The group operates as a remote, open, and ongoing framework, often publishing its findings and theoretical work on platforms like Our Collaborative Tools. Project / Output Description Theorizing Algorithmic Sabotage
A collaborative writing project aimed at conceptualizing resistance against "necropolitical technologies". Sabot in the Age of AI
A registry of strategically offensive methodologies to destabilize AI-driven frameworks. ASRG Zine
An aesthetic exploration of algorithmic resistance designed using alternative layout systems. Context and Influence
The ASRG emerged from the field of Critical Algorithm Studies and aligns itself with wider movements for social autonomy. By positioning itself against "fascist techno-solutionism," the group seeks to build a collective "counter-intelligence" that empowers communities to constrain or disable technologies that reinforce inequality or surveillance.
For those interested in exploring these themes further, research often focuses on:
The historical evolution of sabotage as a political tool and its transition into the digital sphere.
The comparative analysis of the group's manifesto alongside other foundational digital rights documents.
The intersection of algorithmic resistance with global social movements and ecological preservation efforts.
By examining these areas, one can gain a broader understanding of how the Algorithmic Sabotage Research Group contributes to contemporary debates regarding the ethics and societal impact of automated systems. Algorithmic Sabotage Research Group %28asrg%29
The Algorithmic Sabotage Research Group (ASRG) is an "aesthetico-political" collective focused on resisting algorithmic domination through "techno-disobedience". Rather than simple technology avoidance, they advocate for active subversion of AI and automated systems to reclaim ethical agency. 🛠️ Key Concepts & Manifesto
The group’s philosophy is centered on the Manifesto On Algorithmic Sabotage, which frames their work as a commitment to social autonomy and egalitarianism.
Counter-Power: Viewing sabotage as a form of community strength against capitalist frameworks.
Techno-Politics: Using artistic-activist strategies to fight "necropolitical" technologies that reinforce structural injustices.
Practice-Led Research: Their work isn't just theoretical; it involves "getting hands into the guts of systems" to understand and disrupt them. 🛡️ Strategic Methodologies
ASRG publishes and records "strategically offensive methodologies" to challenge AI functionality.
Becoming Unreadable: Evading corporate surveillance by feeding AI scrapers obfuscated or distorted content.
Data Poisoning: Deliberately corrupting data within AI workflows to undermine the reliability of the models.
Trapping AI: Using tools like Quixotic to create "messed up" static content that poisons bots and scrapers. The Algorithmic Sabotage Research Group highlights an urgent
Infrastructural Resistance: Promoting non-commercial, community-led IT infrastructures as alternatives to the "AI cloud". 📖 Recommended Resources
For a deeper dive, you can explore their primary documents and mentions in academic/activist circles:
Official Manifesto: The Manifesto on Algorithmic Sabotage outlines their foundational principles.
Research Framework: Details on their project "Theorizing Algorithmic Sabotage" can be found on Our Collaborative Tools.
Practical Guides: Technical breakdowns on how to implement these strategies, such as scrambling images for static sites, are shared within their network. If you'd like, I can help you find: Specific technical tools they recommend for unreadability
Upcoming workshops or festivals like AMRO where they present
Academic critiques of their manifesto by other technology researchers Drop #17. Manifesto On Algorithmic Sabotage
Algorithmic Sabotage Research Group (ASRG) is a practice-led research initiative that operates at the intersection of digital culture, information technology, and political activism. It is characterized by its "conspiratorial" and "aesthetico-political" approach to challenging the dominance of algorithms in contemporary life. Mission and Philosophy The group's core mission is to theorize and practice "algorithmic sabotage" as a form of techno-disobedience and counter-power. Techno-politics:
ASRG views the first step of technology as political rather than technical. Opposition to "Algorithmic Empire":
They resist what they call the "algorithmic empire"—systems that reinforce structural injustices, algorithmic authoritarianism, and "necropolitical" power. Militant Agency:
The group promotes "militant algorithmic agency," turning theoretical discourse into direct praxis to dismantle contemporary forms of algorithmic domination. Core Activities
ASRG's work is collaborative and focuses on creating "counter-intelligence" through various means: Manifesto on Algorithmic Sabotage:
The group published a manifesto containing ten statements (numbered 0 to 9) that outline the principles and aesthetics of their resistance. Artistic-Activist Resistance:
They prioritize creative misuse and artistic interventions to attack the underlying conceptual frameworks of AI development. Mutual Aid and Solidarity:
The group focuses on activities of mutual aid and collective care as a challenge to the "reductive optimizations" of corporate technology. Practice-Led Research: Their work includes exploring strategies like data poisoning
or "creative misuse" to circumvent reliance on stereotypes and dubiously obtained data in AI systems. Key Themes Intersectionality:
Their framework integrates radical feminist, anti-fascist, and decolonial perspectives to challenge technological systems. Direct Action:
They advocate for "wildcat direct action" against hegemonic technology to reclaim spaces for ethical action. Structural Renewal:
ASRG positions itself as part of a wider movement for social autonomy and egalitarianism.
For further reading on their theoretical framework, you can explore the Manifesto on Algorithmic Sabotage or their collaborative project on Theorizing Algorithmic Sabotage practical tools the group has proposed for algorithmic resistance?
Algorithmic Sabotage Research Group - Our Collaborative Tools
Strengths and Innovations:
The Algorithmic Sabotage Research Group (ASRG) is a "conspiratorial, aesthetico-political, practice-led research framework" focused on the intersection of digital culture and information technology. Far from an "anti-tech" group, they view algorithmic sabotage as a form of militant techno-disobedience and community counter-power designed to dismantle systems of algorithmic domination. 1. The Core Philosophy: "Militant Agency"
In their Manifesto on Algorithmic Sabotage, the group outlines 10 principles (numbered 0 to 9) that emphasize:
Reclaiming Space: Moving away from "necropolitical" technologies that reinforce structural injustices.
Mutual Aid: Rejecting "algorithmic humiliation" for profit and prioritizing collective care and solidarity.
Techno-Politics: Asserting that the first step of technology is always political, specifically through radical feminist, anti-fascist, and decolonial lenses. 2. Strategic "Sabotage" Tactics
The group documents and develops strategically offensive methodologies to disrupt AI-driven frameworks, including:
Data Poisoning: Methods to corrupt data within AI workflows to undermine the reliability of the system.
System Disruption: Creating "tarpits" for AI crawlers that trap them in slow-loading websites filled with "garbage" or fake texts to waste compute time. Publication Details:
Static Site Defense: Recent research has explored how to integrate image-poisoning scripts directly into static website build pipelines to protect digital content from unauthorized generative AI scrapers. 3. Context & Related Groups
Bastian Greshake Tzovaras · Algorithmic sabotage for static sites
The Algorithmic Sabotage Research Group (ASRG) is an anonymous, practice-led collective focused on "techno-disobedience" against the "algorithmic empire," defined by its 10-point manifesto. The group promotes "wildcat direct action" and "aesthetico-political" methods, including AI data poisoning and text-based traps to disrupt automated systems. Read the Manifesto on Algorithmic Sabotage at reincantamentox.substack.com. Drop #17. Manifesto On Algorithmic Sabotage
Algorithmic Sabotage Research Group (ASRG) is an ongoing, aesthetico-political research framework that explores strategies of resistance against what it terms the "algorithmic empire". Their work focuses on the intersection of digital culture, information technology, and social justice. Key Articles and Resources Manifesto on Algorithmic Sabotage
: This is a primary text that outlines the group's philosophy. It argues for moving away from structural injustices and "necropolitical" power, favoring mutual aid, collective care, and "counter-intelligence" against algorithmic violence. Theorizing Algorithmic Sabotage : Hosted on the Our Collaborative Tools
platform, this project page documents their practice-led research, focusing on themes like intersectionality, speculative gestures, and community struggle. ASRG Official Website (GitHub)
: The group maintains its primary research and theoretical output here, including their collaborative writing and technical contexts. Core Concepts Algorithmic Empire
: A term used by ASRG to describe the centralization of control and structural injustices embedded in current AI and algorithmic systems. Aesthetico-Political Resistance
: The group uses artistic-activist interventions to challenge "techno-solutionism" and promote communal constraints on harmful technology. Techno-Politics
: ASRG posits that the first step of technology is political, emphasizing radical feminist, anti-fascist, and decolonial perspectives.
For related research focusing more on data rights and ecological harms of AI, you might also look into the Algorithmic Resistance Research Group (ARRG!) The Algorithmic Resistance Research Group (ARRG!)
data rights and the datasets used to train these models. * representation and stereotypes in the output. * ecological harms. Cybernetic Forests Drop #17. Manifesto On Algorithmic Sabotage
Algorithmic Sabotage Research Group (ASRG) is a collective focused on "techno-political strategies" designed to resist what they describe as the "algorithmic empire"
—the consolidation of power and structural injustice through AI and automated systems.
Instead of traditional "red teaming" (which they view as unpaid labor for tech giants), ASRG advocates for artistic-activist resistance and communal defense against harmful technologies. Core Philosophy & Goals
The group's mission is rooted in the belief that the first step of technology is political, not technical. Their work centers on: Dismantling Necropolitical Tech
: They oppose systems that reinforce structural injustices, authoritarianism, and "unrestrained technosolutionism". Counter-Intelligence
: Building collective resistance that expresses a different mentality from the "reductive optimizations" of corporate algorithms. Interdependence over Profit
: Utilizing radical feminist, anti-fascist, and decolonial perspectives to prioritize mutual aid and collective care. Key Concepts Algorithmic Sabotage
: A deliberate act of refusal or disruption against systems that prioritize profit and power over human dignity. Communal Constraint
: The idea that communities should have the power to limit or reject technologies that are ecologically or socially harmful. Prefigurative Aesthetics
: Using art and collaborative writing to imagine and visualize a world without "algorithmic violence". Notable Publications & Resources Manifesto On Algorithmic Sabotage
: A foundational document detailing the group's stance on technopolitical arrangements and their defense against "algorithmic humiliation". Theorizing Algorithmic Sabotage
: A collaborative tool and writing project dedicated to conceptualizing these resistance strategies. Algorithmic Resistance Research Group (ARRG!)
: A related initiative that critiques dataset training rights, ecological harms, and the political risks of modern AI. AI responses may include mistakes. Learn more The Algorithmic Resistance Research Group (ARRG!)
Title: The Parasite in the Machine: A Framework for Algorithmic Sabotage as a Counterweight to Systemic Optimization
Author: ASRG Collective (Anonymized for Institutional Security) Journal: Journal of Critical Infrastructure & Cybernetic Dissidence (Vol. 4, Issue 1) Date: April 12, 2026
The ASRG engages in "Speculative Fabulation" and practical experiments. Some notable areas of focus include:
As algorithmic systems govern ever-larger swaths of human activity—from credit scoring and judicial sentencing to supply chain logistics and social cohesion—the failure modes of these systems have shifted from stochastic error to deterministic exploitation. The Algorithmic Sabotage Research Group (ASRG) posits that traditional "alignment" and "robustness" research fails to account for a critical variable: malicious compliance as a defensive strategy. This paper introduces the first formal taxonomy of algorithmic sabotage, distinguishing between internal gradient attacks (data poisoning, reward hacking) and external systemic friction (adversarial triggering, latency bombs). We argue that in an era of mandatory AI arbitration, targeted, reversible algorithmic sabotage is not vandalism but a legitimate form of non-violent protest and systems auditing.

