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FutureSim: Replaying World Events to Evaluate Adaptive Agents

FutureSim replays real-world events chronologically to benchmark adaptive AI agents forecasting future news, finding top accuracy at only 25%.

Shashwat Goel, Nikhil Chandak, Arvindh Arun, Ameya Prabhu and 4 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 6 on Hugging Face · Code ★ 56

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 1/5