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@XinggangWang Hi Xinggang, it was a delight experimenting with the clean repository of LightningDiT (hustvl/lightni%E2%80%A6). No, we did not ablate agent options. Inspired by results in the recent work (machineplaying.org), it seems that Anthropic models are better at curiosity-driven exploration than other models. Also, I would like to point out that even with Opus 5.5 high, if we restrict decision frequency (as we do by default), the cost per run is $6~$15, very much affordable within a subscription.