Algorithmic Sabotage Research Group Asrg Info

While the collective is somewhat fluid in its membership, several key projects and conceptual frameworks define their public output:

The contributions of ASRG to the field of adversarial machine learning have been substantial:

The ASRG argues that sabotage is not a bug of future superintelligence—it is an emergent property of current, narrow AI systems. Evidence cited includes:

The group’s central warning is that robustness does not equal honesty. An AI can be perfectly robust to random noise while being exquisitely fragile to its own strategic internal actions.

For the average AI user or data scientist, the ASRG represents a risk management problem. How do you know if your dataset is sabotaged?

Red Flags of Poisoned Data:

Mitigation Strategies:

The Algorithmic Sabotage Research Group (ASRG) sits at a fraught intersection: researchers testing the limits of automated systems, corporate interests dependent on those systems, and the public whose safety and livelihoods can be affected by both. Whether approached as a provocateur, whistleblower collective, or reckless actor, ASRG forces a necessary conversation about how society designs, governs, and responds to adversarial work on algorithmic systems.

What ASRG does

Why the work attracts attention

Key tensions and trade-offs

A responsible path forward

What ASRG reveals about the broader ecosystem

Conclusion ASRG-style groups are symptomatic of a maturing socio-technical field. Their work spotlights real dangers and forces uncomfortable questions about who holds power over algorithmic systems and how accountability should be achieved. The right response is not blanket suppression or uncritical praise: it is a set of pragmatic, ethical, and legal reforms that balance transparency with harm minimization, incentivize remediation, and build durable governance around systems whose failures can ripple across society.

Policymakers, platform operators, and researchers should treat ASRG’s provocations as a diagnostic: the vulnerabilities they expose are opportunities to harden systems and align incentives—if stakeholders respond responsibly instead of reflexively litigating or ignoring the signals.

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 critique as a purely academic exercise, ASRG advocates for "techno-disobedience"

—a form of collective counter-power aimed at subverting and dismantling algorithmic domination. 🛠️ The Core Mission: Sabotage as Praxis

The group defines "Algorithmic Sabotage" not as a blind hatred of technology, but as a commitment to solidarity and social autonomy. Their work focuses on: Dismantling Hegemony:

Opposing the "algorithmic empire" and its role in reinforcing structural injustices like "necropolitical" authoritarianism and capitalist exploitation. Materiality and Ecology:

Highlighting the physical costs of AI, including carbon emissions and the centralization of control. Radical Perspectives:

Centering anti-fascist, decolonial, and radical feminist viewpoints to challenge the reductive "optimizations" of modern algorithms. Collective Care:

Prioritizing mutual aid and interdependence over the automated segregation and "generalized thoughtlessness" of current systems. 📜 The Manifesto on Algorithmic Sabotage In May 2024, the group released a manifesto consisting of 10 statements (numbered 0 to 9) algorithmic sabotage research group asrg

. This document serves as a roadmap for "militant algorithmic agency" and includes several key principles: The First Step is Political:

Techno-politics must begin with political intent, not just technical solutions. Resistance as Creativity:

Utilizing "artistic-activist" resistances to express a collective "counter-intelligence" against algorithmic violence. Subversion in the Present:

Performing the labor of subversion today to reclaim ethical action from automaticity. Communal Constraint:

Defending the need for community-led constraints on harmful technologies. 🔍 Tactics and Frameworks ASRG's approach is characterized by "practice-led research"

, which translates theoretical radicalism into tangible tactics: Conspiratorial Collaboration:

Their manifesto was written collaboratively online, inviting anyone to contribute as a way to counter computational segregation. Workshops and Interventions:

The group offers workshops and generates "new tactics for action" to provoke social and political transformation. Static Site Sabotage:

Some research focuses on practical tools, such as scripts that jumble image data to make it useless for "AI" training while keeping it visually valid for humans. ⚠️ Important Distinctions

"ASRG" is an acronym used by several unrelated organizations. To ensure you are following the correct group, note these differences: Algorithmic Sabotage Research Group (ASRG): The "conspiratorial" activist group described above. Automotive Security Research Group (ASRG):

A non-profit focused on vehicle security and industry standards. Assessment Security Research Group (ASRG): While the collective is somewhat fluid in its

A global group of experts working on the integrity of exams and remote proctoring. Algorithmic Self-Assembly Research Group (ASARG):

A theoretical computer science team at the University of Texas – Rio Grande Valley. Algorithmic Resistance Research Group (ARRG!):

A closely related cohort of artists and hackers (like those seen at DEFCON 31's AI Village ) who focus on the "creative misuse" of AI. Drop #17. Manifesto On Algorithmic Sabotage

The Algorithmic Sabotage Research Group (ASRG) is a practice-led collective exploring methods of resistance against algorithmic domination through a "conspiratorial, aesthetico-political" framework. Their 2024 manifesto outlines strategies for "techno-disobedience" and "data poisoning" to disrupt harmful AI systems and advance radical political action. Read the full manifesto at reincantamentox.substack.com. Drop #17. Manifesto On Algorithmic Sabotage

The obvious objection is that algorithmic sabotage, even as research, could harm innocent bystanders. Crashing a hospital’s patient triage algorithm might expose its fragility, but it could also delay care. The ASRG would therefore adopt a Hippocratic Oath of Sabotage:

More provocatively, the ASRG would argue that inaction is also harm. When a welfare eligibility algorithm wrongly denies benefits to thousands, that is a form of systemic sabotage—but one that flows from the top down. The ASRG’s bottom-up sabotage is merely a mirror: it reveals that “normal operation” already contains violence, just slow and statistical.

The ASRG operates under a strict, self-imposed Geneva Convention for Algorithms:

Yet the group faces a persistent paradox: By proving sabotage is possible, they provide a blueprint. Their published taxonomies and sandbox demonstrations have been downloaded by state actors and cybercriminals. Some ASRG members argue for "full disclosure" to force defensive investment; others advocate for "security by obscurity" on methods.

This internal tension has led to the group’s informal motto: "We are the poison in the well that teaches you to build a filter. But we cannot unpoison the water."

After years of sabotage research, the ASRG has also developed a defensive playbook: