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This arXiv paper introduces a network-derived 'strategic tension' metric based on spectral radius to compare human and AI decision-making in Go, finding that while tension decays with human skill, elite play after AlphaGo's 2016 breakthrough shows a surge in sustained tension, framing AI as cognitive scaffolding that elevates human handling of complexity.
GoBench is a benchmark for evaluating large language models on 9x9 Go games, demonstrating strong correlation with ARC-AGI and featuring a leaderboard with KataGo opponents from random to superhuman levels.