Shashwat Goel(@ShashwatGoel7):Continual learning is bottlenecked by realistic evaluations Introducing FutureSim, which replays real-world events in the temporal order they occurred We benchmark frontier agents at updating predictions about how our world evolves, in native harnesses like Codex, Claude Code

Shashwat Goel

@ShashwatGoel7

Training Decision Assistants Past work: Training AI Co-scientists, ΔBelief-RL, Measuring Long Horizon Execution

Joined June 2020

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Shashwat Goel@ShashwatGoel7

2026.05.15 17:14

Continual learning is bottlenecked by realistic evaluations Introducing FutureSim, which replays real-world events in the temporal order they occurred We benchmark frontier agents at updating predictions about how our world evolves, in native harnesses like Codex, Claude Code