Investor's Last Exam: Can AI Agents Do Equity Investment Without Seeing the Future?

arXiv:2610.38342v1 Announce Type: new Abstract: Financial agents must form forecasts and investment judgments from decision-time evidence, with predictions evaluated against subsequent outcomes. Existing benchmarks assess financial knowledge, research workflow