“Intellectual Evolution: Human–AI Convolution”

This paper advances the research line introduced in The Cognitive Impact of AI-Assisted Thinking: A New Intellectual Evolution (2025). While the earlier work demonstrated that AI reshapes cognition by amplifying or diminishing human thought depending on usage, this sequel argues that we have already entered a deeper stage: the Human–AI Convolution. Convolution is not mere collaboration; it is the entanglement of human intuition and machine reasoning into a hybrid cognitive system. Drawing on both philosophical framing and practical demonstration, the paper introduces a “living exam” that contrasts human-only, AI-only, and hybrid reasoning. The results show that convolution consistently produces richer, more balanced insights than either mode alone. This perspective differs from thousands of existing AI discussions by shifting the debate away from external risks and technicalities toward the internal reconfiguration of thought itself. Voices such as Geoffrey Hinton and Elon Musk have emphasized the dangers of AI’s external power; this work acknowledges their authority while extending the discourse to AI’s internal impact on cognition and human identity. The implications are significant: Philosophical: The meaning of “individual intelligence” is being redefined. Research: Independent thinkers can now refine and publish ideas with unprecedented speed. Society: A widening gap will emerge between those who allow AI to think for them, and those who learn to think with it. In conclusion, this paper argues that the true frontier of intellectual evolution is not assistance, but entanglement. The future of intelligence will belong not to humans or machines alone, but to the paradox of their convolution. Here's the drive link for the pdf . https://drive.google.com/file/d/1Pyd3Ptpl2n0zglcu2F5RL-r_Q0I8q9Jn/view?usp=drivesdk

Publication Details

Journal
OSF Preprints (OSF Preprints)
Published
2025-01-01
DOI
https://doi.org/10.17605/osf.io/5xksf
Citations
2
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
4.96
Controls
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article

“Intellectual Evolution: Human–AI Convolution”

2 citations
OSF Preprints (OSF Preprints)
Geochemistry and Geologic Mapping
4.96
article

“Intellectual Evolution: Human–AI Convolution”

article en
2 citations

Abstract

This paper advances the research line introduced in The Cognitive Impact of AI-Assisted Thinking: A New Intellectual Evolution (2025). While the earlier work demonstrated that AI reshapes cognition by amplifying or diminishing human thought depending on usage, this sequel argues that we have already entered a deeper stage: the Human–AI Convolution. Convolution is not mere collaboration; it is the entanglement of human intuition and machine reasoning into a hybrid cognitive system. Drawing on both philosophical framing and practical demonstration, the paper introduces a “living exam” that contrasts human-only, AI-only, and hybrid reasoning. The results show that convolution consistently produces richer, more balanced insights than either mode alone. This perspective differs from thousands of existing AI discussions by shifting the debate away from external risks and technicalities toward the internal reconfiguration of thought itself. Voices such as Geoffrey Hinton and Elon Musk have emphasized the dangers of AI’s external power; this work acknowledges their authority while extending the discourse to AI’s internal impact on cognition and human identity. The implications are significant: Philosophical: The meaning of “individual intelligence” is being redefined. Research: Independent thinkers can now refine and publish ideas with unprecedented speed. Society: A widening gap will emerge between those who allow AI to think for them, and those who learn to think with it. In conclusion, this paper argues that the true frontier of intellectual evolution is not assistance, but entanglement. The future of intelligence will belong not to humans or machines alone, but to the paradox of their convolution. Here's the drive link for the pdf . https://drive.google.com/file/d/1Pyd3Ptpl2n0zglcu2F5RL-r_Q0I8q9Jn/view?usp=drivesdk

OSF Preprints (OSF Preprints)
Openalex Percentile: Top 4%
Geochemistry and Geologic Mapping
4.96
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