Banger paper from NVIDIA on long running agents. A model can accept 128K tokens of context and still make more mistakes the longer it works through a task. If your agent loses its place partway through a long table or ledger, this work measures what causes it. The setup:
NVIDIA paper on long-running AI agents and context loss
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