Study defines LLMorphism as cognitive bias
Valerio Capraro defines "LLMorphism" as the emerging bias where humans project large language model mechanisms, like next-token prediction, onto their own cognitive processes. This reverse inference risks devaluing human agency and expertise by reducing complex thought to statistical probability.
LLMorphism marks a shift from anthropomorphism to "technomorphism," where humans downgrade their own intelligence to match the limits of their tools.
- –Metaphorical availability: AI vocabulary like "hallucination" and "tokenization" is becoming the dominant lens for human self-conception.
- –The bias is driven by the logical fallacy that linguistic similarity between humans and LLMs implies architectural similarity.
- –Adopting a "probabilistic" view of thought threatens moral responsibility and the perceived value of creative effort.
- –This psychological phenomenon suggests our interactions with AI are fundamentally altering our definition of human reasoning.
DISCOVERED
18h ago
2026-05-19
PUBLISHED
18h ago
2026-05-19
RELEVANCE
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Better Stack