Syed Muhammad Aqdas Rizvi
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126
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AI×1NLP×1Crypto×1Distributed×1
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2026
The Cognitive Penalty: Ablating System 1 and System 2 Reasoning in Edge-Native SLMs for Decentralized Consensus
The paper demonstrates that for edge-native SLMs used in decentralized governance, simpler, intuitive reasoning (System 1) is significantly more robust and efficient than complex, iterative deliberation (System 2), which causes cognitive collapse.
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