The 8 Axes of the Evidence Spectrum

A framework for evaluating evidence along eight key dimensions, providing a comprehensive map of where any piece of evidence falls. The 8 axes are: 1) Strength (how powerfully the evidence supports the claim), 2) Reliability (how trustworthy the source/method is), 3) Relevance (how directly the evidence addresses the claim), 4) Independence (how free the evidence is from conflict of interest), 5) Replicability (how consistently the finding can be reproduced), 6) Sample/Population Fit (how well the sample represents the population of interest), 7) Methodological Rigor (how well the study was designed and executed), and 8) Consilience (how well the evidence coheres with other established knowledge). These axes allow for nuanced evaluation rather than binary judgments.

The 8 Axes of the Evidence Spectrum Example: "They stopped arguing about whether the study was 'evidence' and started mapping it on the 8 axes. Strength: moderate. Reliability: high. Relevance: low (different population). Independence: questionable (industry funded). The axes showed where the evidence was strong and where it was weak—and why they disagreed about what it meant."

by Dumu The Void March 7, 2026

The 16 Axes of the Evidence Spectrum

An expanded framework for even more nuanced evaluation, adding eight dimensions to the original eight. The additional axes include: 9) Temporal Relevance (how current the evidence is), 10) Ecological Validity (how well the evidence reflects real-world conditions), 11) Mechanistic Understanding (whether we know why the evidence works), 12) Alternative Explanations (how thoroughly competing explanations have been ruled out), 13) Effect Size (how large the observed effect is, not just whether it's statistically significant), 14) Precision (how narrow the confidence intervals are), 15) Generalizability (how well the findings apply across contexts), and 16) Transparency (how fully the methods and data are available for scrutiny). The 16 axes provide a nearly complete picture of evidential quality, useful for high-stakes decisions where nuance matters.

The 16 Axes of the Evidence Spectrum *Example: "The policy debate was high-stakes, so they used all 16 axes. The evidence was strong on reliability and rigor, weak on ecological validity and generalizability. The 16 axes showed exactly where the uncertainty lay—not in whether the evidence existed, but in how well it applied. The policy was informed, not determined, by evidence—which is how it should be."*

by Dumu The Void March 7, 2026

The 8 Axes of the Bullshit Spectrum

A framework for evaluating bullshit along eight key dimensions. The 8 axes are: 1) Truth-Indifference (how little the speaker cares about truth), 2) Evidence-Deficit (how unsupported the claim is), 3) Plausibility (how believable the claim is on its face), 4) Motivation (what the speaker gains from the bullshit), 5) Harm Potential (how much damage the bullshit can cause), 6) Virality (how likely it is to spread), 7) Resistance to Correction (how hard it is to debunk), and 8) Systemicity (whether it's isolated bullshit or part of a larger bullshit system). These axes allow for nuanced evaluation of bullshit, distinguishing between different types and degrees.

The 8 Axes of the Bullshit Spectrum *Example: "They stopped just calling things 'bullshit' and started mapping them on the 8 axes. The advertising claim was high on truth-indifference, low on harm potential. The conspiracy theory was high on everything—truth-indifference, harm, virality, resistance. The axes showed why one was annoying and the other dangerous—and why responding required different strategies."*

by Dumu The Void March 7, 2026

The 16 Axes of the Bullshit Spectrum

An expanded framework adding eight dimensions for even more nuanced bullshit evaluation. The additional axes include: 9) Intentionality (whether the bullshit is deliberate or the speaker is self-deceived), 10) Audience (who the bullshit targets), 11) Cultural Resonance (how well it fits existing beliefs), 12) Emotional Appeal (how much it leverages emotion), 13) Identity Loading (how tied it is to group identity), 14) Institutional Embeddedness (whether it's backed by institutions), 15) Historical Persistence (how long it's been around), and 16) Refutability (whether it can be effectively countered). The 16 axes provide a comprehensive bullshit analysis toolkit.

The 16 Axes of the Bullshit Spectrum *Example: "The conspiracy theory was off the charts on most axes—high truth-indifference, high harm, high virality, high identity loading. But on intentionality, it was mixed: some promoters knew it was bullshit; some believed it. The 16 axes showed the complexity: different strategies needed for different bullshitters. The theory wasn't just bullshit; it was a system."*

by Dumu The Void March 7, 2026

The 8 Axes of the Pseudophilosophy Spectrum

A framework for evaluating pseudophilosophy along eight key dimensions. The 8 axes are: 1) Argumentative Rigor (how well claims are supported), 2) Conceptual Clarity (how clear the concepts are), 3) Engagement with Tradition (how well it engages existing philosophy), 4) Originality (whether it offers something new or just rehashes), 5) Falsifiability (whether claims could be shown wrong), 6) Practical Implications (what follows from the philosophy), 7) Internal Consistency (whether it contradicts itself), and 8) Cultural Impact (how it functions in culture). These axes allow for distinguishing between different types of pseudophilosophy.

The 8 Axes of the Pseudophilosophy Spectrum *Example: "The self-help guru's 'philosophy' scored low on argumentative rigor and conceptual clarity, medium on cultural impact, high on practical implications. The 8 axes showed why it was popular (practical, impactful) and why it wasn't philosophy (no rigor, no clarity). The spectrum explained both its appeal and its emptiness."*

by Dumu The Void March 7, 2026

The 16 Axes of the Pseudophilosophy Spectrum

An expanded framework adding eight dimensions for more nuanced pseudophilosophy evaluation. The additional axes include: 9) Depth (whether it engages deep questions or skims surfaces), 10) Honesty (whether it acknowledges its limits), 11) Originality vs. Pastiche (whether it's genuinely new or just repackaged), 12) Systematicity (whether it forms a coherent system), 13) Explanatory Power (what it explains), 14) Reflexivity (whether it applies to itself), 15) Accessibility vs. Obfuscation (whether difficulty serves substance or掩饰), and 16) Longevity (whether it lasts or fades). The 16 axes provide comprehensive pseudophilosophy analysis.

The 16 Axes of the Pseudophilosophy Spectrum Example: "The text was dense, difficult, and initially impressive. The 16 axes revealed why: high on obfuscation, low on clarity; high on systematicity, low on explanatory power. It was designed to sound profound, not to be profound. The axes didn't just dismiss it; they showed how it worked."

by Dumu The Void March 7, 2026

The 8 Axes of the Pseudotechnology Spectrum

A framework for evaluating pseudotechnology along eight key dimensions. The 8 axes are: 1) Working Prototype (whether it actually works), 2) Scientific Basis (whether it's grounded in established science), 3) Peer Review (whether it's been evaluated by experts), 4) Replicability (whether others can reproduce it), 5) Scalability (whether it can work at scale), 6) Economic Viability (whether it could be affordable), 7) Mechanism (whether we understand how it works), and 8) Track Record (whether it has any history of success). These axes allow for distinguishing between promising technology and pseudotechnology.

The 8 Axes of the Pseudotechnology Spectrum Example: "The 'free energy' device scored zero on every axis: no prototype, no science, no review, no replication, no mechanism. The 8 axes made the evaluation systematic, not just dismissive. Investors who used the spectrum saved their money; those who didn't lost it."

by Dumu The Void March 7, 2026