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cs.AI2026★ 2 cited
When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation
Mubashara Akhtar, Anka Reuel, Prajna Soni +34
Artificial intelligence benchmarks are an important mechanism to measure model progress and guide deployment decisions. However, benchmarks quickly "saturate", making it difficult…
cs.AI2020
Magic: the Gathering is as Hard as Arithmetic
Stella Biderman
Magic: the Gathering is a popular and famously complicated card game about magical combat. Recently, several authors including Chatterjee and Ibsen-Jensen (2016) and Churchill, Bid…
cs.AI2019
Magic: The Gathering is Turing Complete
Alex Churchill, Stella Biderman, Austin Herrick
is a popular and famously complicated trading card game about magical combat. In this paper we show that optimal play in real-world …