New MIT and Sakana AI framework uses an LLM judge to cut evaluation costs for self ...

MIT and Sakana AI developed SIFT, a framework using an LLM judge to rank and select coding agent improvements before expensive benchmark tests, significantly cutting evaluation costs and enabling parallel testing and patch development.

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