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Academic · 약 1분

YC Bench: a Live Benchmark for Forecasting Startup Outperformance in Y Combinator Batches

arXiv:2604.02378v1 Announce Type: new Abstract: Forecasting startup success is notoriously difficult, partly because meaningful outcomes, such as exits, large funding rounds, and sustained revenue growth, …

Mostapha Benhenda

조회수 76회 04.06

Academic · 약 1분

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

arXiv:2603.11838v1 Announce Type: new Abstract: In financial backtesting, large language models pretrained on internet-scale data risk introducing lookahead bias that undermines their forecasting validity, as …

Yutong Yan, Raphael Tang, Zhenyu Gao, Wenxi Jiang, Yao Lu

조회수 64회 03.13

Academic · 약 1분

LemonadeBench: Evaluating the Economic Intuition of Large Language Models in Simple Markets

arXiv:2602.13209v1 Announce Type: cross Abstract: We introduce LemonadeBench v0.5, a minimal benchmark for evaluating economic intuition, long-term planning, and decision-making under uncertainty in large language …

Aidan Vyas

조회수 52회 02.23