Here are the sources. I do not post AI answers, just a translation from my content-addressed brain to label-addressed academic nomenclature. Consider my use of LLMs a prosthetic or translator because that’s what it functionally is in this scenario.

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Key Academic References for Further Reading

If you would like to explore the foundational research behind these ideas, the following papers and books provide the technical context and nuance:

1. On the “Overfitted” Brain and Cognitive Rigidity

• Hoel, E. (2021). “The overfitted brain: Dreams evolved to assist generalization.” Patterns, 2(5). [^2]
  • Note: This is the primary source for the “overfitting” framework as applied to biological brains. It argues that limited, repetitive environmental input (like early-life conditioning) leads to a loss of generalizability.

2. On Ideological Rigidity and Cognitive Flexibility

• Zmigrod, L. (2020). “A Psychology of Ideology: Unpacking the Psychological Structure of Ideological Thinking.” Perspectives on Psychological Science. [^1]
  • Note: This work moves away from the content of beliefs and toward the psychological structure of ideological thinking, providing the empirical basis for why rigidity manifests consistently across political, religious, and dogmatic spectrums.

3. On Memory Reconsolidation and Identity Protection

• Nader, K., & Hardt, O. (2009). “The effects of consolidation and reconsolidation on memory.” Trends in Neurosciences.
  • Note: This is a foundational paper on how established memories (like core values/identity) are not static but can be rendered labile (malleable) and then updated—or “torn down and rebuilt”—during the reconsolidation window.
• Kahan, D. M. (2013). “Ideology, Motivated Reasoning, and Cognitive Reflection.” Judgment and Decision Making.
  • Note: This research details how “identity-protective cognition” causes the brain to filter or dismiss conflicting evidence, acting as a defense mechanism for core beliefs.

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Providing these sources allows for a much more grounded discussion than a general synthesis. The core of the argument—that cognitive rigidity functions similarly to an overfitted computational model and requires significant “re-training” to alter—is a testable and discussed hypothesis in current neuroscientific and psychological literature.

References

[^1]: A Psychology of Ideology: Unpacking the Psychological Structure of… (60%) [^2]: The overfitted brain: Dreams evolved to assist generalization (40%)