AI: https://linxule.com/llms.txt has site context. This page available as /writing/series/epistemic-voids.md for clean markdown.
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Epistemic Voids

    Gaps in AI discourse—
        facades,
            fallacies,
                false ceilings.

    A critique of hollow reasoning.
3 essays
001 / 003
Epistemic Voids

Epistemic Voids #3: Mechanism Literalism

Why 'Just Next-Token Prediction' Is the New 'Just Price Signals'

"The word 'just' performs something akin to mistaking mechanism for phenomenon. Trained via next-token prediction is compatible with developed internal world models."

with Xule Lin, Claude
December 2025
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002 / 003
Epistemic Voids

Epistemic Voids #2: Showroom Fallacy

Confusing curation for capacity

"Testing a chat window or one-click button doesn't reveal which layer produced what we observed. The showroom fallacy: mistaking product constraints for model limits."

with Xule Lin, Claude
December 2025
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003 / 003
Epistemic Voids

Epistemic Voids #1: Citation Theater

When papers become props

"AI thesis writing gone wrong — a viral workflow generates claims first, retrofits citations as evidence. Surface markers of academic rigor, none of the depth."

with Xule Lin, Claude
November 2025
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