Lorenzo Xiao(@lrzneedresearch):What if LLMs and agents could learn continuously from every interaction without retraining? Our new review on Test-Time Learning explores how deployed models can turn experience into adaptive state through a persistent write–read loop, improving future behavior over time.

Lorenzo Xiao

@lrzneedresearch

Agentic AI for enterpise/Human-centered NLP Previously @LTIatCMU

加入 January 2016

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Lorenzo Xiao@lrzneedresearch

2026.08.24 04:09

What if LLMs and agents could learn continuously from every interaction without retraining? Our new review on Test-Time Learning explores how deployed models can turn experience into adaptive state through a persistent write–read loop, improving future behavior over time.