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cs.AI2026
Auditing Future-Memory Use in Point-in-Time Language Agents
Rongtian Ye
Point-in-time (PIT) agents can recall post-cutoff facts even when their external evidence respects a historical cutoff. We examine whether this access predicts evidence gathering i…
cs.AI2026
ChartDiff: A Large-Scale Benchmark for Comprehending Pairs of Charts
Rongtian Ye
Charts are central to analytical reasoning, yet existing benchmarks for chart understanding focus almost exclusively on single-chart interpretation rather than comparative reasonin…