Amanda Huang(@amandaH_333):I’ve recently been exploring continual learning for agents. The key question is how to evaluate agent optimizers—are they learning generalizable coding strategies, or merely overfitting to the current benchmark

Amanda Huang

@amandaH_333

LLM MLE @MiniMax_AI(ex-quant @RBC Capital Market, ex-Tiktoker) Role-play&Character training &Agent Climber-free solo someday not your typical algo guy

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Amanda Huang@amandaH_333

2026.07.19 14:53

I’ve recently been exploring continual learning for agents. The key question is how to evaluate agent optimizers—are they learning generalizable coding strategies, or merely overfitting to the current benchmark