FIELD NOTES TOPIC

inference compute optimization

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  1. Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

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    Researchers propose a method to predict early on if large language models (LLMs) are likely to fail at solving multi-step tasks and abort the process before consuming too much compute. This method uses probes on hidden…