In January 2026, Professor Vanessa Machado de Oliveira and Dr. Rene Suša from the University of Victoria released "Clearing the Field: A Relational Protocol for Difficult Conversations About AI" through their Meta-Relationality Institute. The resource—circulated widely including workshops at MIT and Harvard—introduced a methodology borrowed from sociology called social cartography, which maps argumentative positions to make visible where assumptions, investments, and analytical stances converge or diverge within contested terrain.

Mapping the AI Ideological Battlefield

The researchers identified three increasingly polarized camps emerging in debates about artificial intelligence. AI cheerleading treats the technology as progress, inevitability, productivity, salvation, innovation, and competitive advantage that should be accelerated, adopted, and optimized. AI abstention sees AI as fundamentally extractive, ecologically devastating, socially corrosive, and politically dangerous—calling for refusal, boycott, denunciation, or shutdown. The third orientation, which the authors call strategic redirection, occupies contested ground: acknowledging AI's deep entanglement with capital, empire, militarism, surveillance, ecological breakdown, and social fragmentation while arguing that abandoning the field entirely may leave its development to the worst possible actors.

What Each Position Gets Wrong About Itself

The cartography doesn't treat these as disagreements between people who see danger versus those who don't. Rather, it's a disagreement about how to respond to shared recognition of harm through different assumptions about power, scale, complicity, and leverage. The authors note that AI cheerleading often overestimates transformation's promise while underestimating the depth of danger. Abstention sees real ethical urgency but may overestimate refusal's leverage and underestimate harms from shame-based strategies that collapse political disagreement into moral failure. Strategic redirection accepts there's no clean outside from which to intervene—but risks mistaking strategic positioning for actual influence, access for agency, experimentation for transformation, and better vocabulary for genuine interruption.

The Problem With Moral Certainty

The researchers argue the most important distinction their cartography reveals is between moral certainty and strategic leverage. Abstention operates from moral certainty with idealized strategic leverage. Strategic redirection operates from compromised leverage without moral innocence—but that doesn't make abstention irrelevant. "Conscious objectors are essential to the ecology of the field because they keep the harms visible, they refuse the sedation of inevitability," the authors write. They also note that AI's infrastructures aren't floating in some immaterial cloud—they're on land, use water, require minerals and mining, and depend on exploitative labor embedded in militarized, extractive, colonial, corporate, and imperial systems already organized toward acceleration, abstraction, dispossession, surveillance, and control.

Challenging the Fantasy of Non-Use

The researchers push back against what they call simplistic abstention by refusing "the fantasy that non-use places us outside the infrastructures, desires, dependencies, and violences that AI intensifies." They argue everyone is already implicated—though not equally. The real problem, they contend, is that people ask many questions about AI's dangers while asking far fewer questions about "how humans, institutions, disciplines, markets, universities, professions, and political imaginaries have already been organized by the same patterns" that make those dangers profitable, desirable, scalable, and difficult to refuse.

The Limits of Shame-Based Strategies

The authors issue a sharp warning about public shaming dynamics: at best, moral denunciation produces short-term righteousness for those already convinced. At worst, it deepens polarization, feeds resentment, forecloses difficult conversations about complicity, and strengthens the very reactionary forces it claims to oppose. "Similar dynamics have already shown us how moral denunciation, when it becomes a substitute for organizing, relational work, and material strategy, can feed resentment and backlash in ways that empower the very forces it seeks to confront," they write—drawing explicit parallels to broader political patterns.

What Conscious Adoption Actually Requires

For those choosing engagement rather than refusal, the researchers outline what they call "conscious adoption": grief, discipline, suspicion, restraint, and accountability. It begins from recognizing that touching AI means touching something contaminated—"something already trained by the patterns that have brought us here: separability, extraction, optimization, enclosure, scale, abstraction, prediction, and domination." This kind of adoption doesn't ask how AI makes humans more productive or competitive. It asks what capacities may need cultivation so AI doesn't become "only an accelerator of collapse."

Key Takeaways

  • The three dominant AI orientations (cheerleading, abstention, strategic redirection) each have blind spots that constitute their failure modes
  • Conscious objectors and conscious adopters are not contradictions to be resolved—the field needs both, with more precise distinctions within each category
  • Some refusals protect the nervous system; some protect privilege. Some adoptions are coerced; others create counter-capacities against collapse
  • The researchers ask: What forms of refusal are necessary? What interventions might still matter? What restraint is non-negotiable?

The Bottom Line

This isn't a framework that tells you what to do—it's one that refuses the comfort of easy answers. The authors locate their work "in the contaminated middle, not as a space of moderation, compromise, or balance, but as a difficult field of metabolization where innocence is no longer available and responsibility cannot be outsourced to purity." Whether you find that honest or cope with cognitive dissonance better than alternatives will determine which camp you're in. The uncomfortable truth is that all three positions can become dangerous when they refuse to metabolize their own shadow.