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The Cognitive Penalty: Ablating System 1 and System 2 Reasoning in Edge-Native SLMs for Decentralized Consensus

Hugging Face Daily Papers · 2026-04-18 Cached

Empirical study shows small language models achieve 100% adversarial robustness with System 1 intuition but collapse under System 2 reasoning when used as edge-native governance firewalls in decentralized autonomous organizations.

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#consensus

Consensus Board Game

matklad · 2026-03-19 Cached

The article explains consensus algorithms (like Paxos) through a board game metaphor, using visual diagrams to illustrate voting, leader election, and fault tolerance in distributed systems.

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