Frontier LLMs systematically fail simple long-context subsequence-retrieval tasks as difficulty is scaled along decoys, quantifier complexity, search space, and predicate arity.
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Understanding Axes of Difficulty For Long Context Tasks Via PredicateLongBench
Frontier LLMs systematically fail simple long-context subsequence-retrieval tasks as difficulty is scaled along decoys, quantifier complexity, search space, and predicate arity.