llms-txt

Academic Counter-Positioning

Writing when epistemological, ontological, or methodological foundations diverge from mainstream assumptions — engaging in “deep disagreement” rather than surface-level critique.

What Is Deep Disagreement?

When you disagree with an academic source on epistemological, ontological, or methodological grounds, you’re engaging in deep disagreement — also called fundamental or paradigmatic disagreement.

This differs from surface disagreement about empirical findings or statistical interpretation. Deep disagreement means: the foundational assumptions about how we know things, what exists as real, or how knowledge is produced are fundamentally misaligned.

Counter-Position Types

Type	What It Does	When to Use
Critical Response	Direct engagement with another scholar’s claims and framework	Specific flaws in epistemic foundation
Counter-Position	Articulates an alternative framework that contradicts their worldview	Indigenous epistemology conflicts with extractivist science
Genealogical Critique	Traces how an idea became “truth” and exposes its construction	“Creative Problem-Solving” naturalized despite biasing assumptions
Paradigm Critique	Analyzes assumptions underpinning a research paradigm	Positivist vs. relational ontologies
Methodological Schism	Names fundamental incompatibility between approaches	Problem-solving bias creates oscillation vs. structural tension advancement
Epistemic Injustice Critique	Shows how a framework excludes certain knowledge forms	Academic sources erasing Indigenous epistemologies
Positioned Response	Makes your epistemological standpoint explicit while critiquing	Foreground relational methodology, analyze reductionist approach

Counter Article Templates

The repository includes six templates for different counter-positioning needs:

Template	File
Critical Review	template-critical-review.md
Epistemic Injustice	template-epistemic-injustice.md
Genealogical Critique	template-genealogical-critique.md
Methodological Schism	template-methodological-schism.md
Position Paper	template-position-paper.md
Positioned Response	template-positioned-response.md

Example: Critique of “Supermind Ideator”

The portfolio includes a worked example — a paradigmatic critique of the paper “Supermind Ideator: Exploring Generative AI to Support Creative Problem-Solving” (arXiv:2311.01937v1).

The critique demonstrates:

How “creative problem-solving” framing injects reactive bias
The contrast between elimination orientation and creative orientation
Why framing creativity as problem-solving produces oscillating rather than advancing patterns
How the paper’s methodology erases Indigenous epistemologies and relational accountability

See: llms-pollution-critique-arxiv-2311.01937v1.md · llms-pollution-detection.md

Academic Positioning Within This Portfolio

This counter-positioning work serves a specific role: protecting the relational/ceremonial/structural-tension paradigm from problem-solving bias in academic literature.

It connects to:

Relational Science — the epistemological ground being defended
Creative Orientation — the generative alternative to reactive framing
Indigenous Research Paradigm — the full retraining framework

Key Sources

llms-epistemological-counter-article-protocol.md — full protocol
counter_articles/ — six templates
llms-pollution-critique-arxiv-2311.01937v1.md — worked example
llms-pollution-detection.md — detection framing

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