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'Reality: The Final Eval' — 現実タスク完了率こそが最終評価指標（@swyx / Andon Labs）。 複数のAI実装を並列で回していると、実感として正確だと思う。SWE-Benchの数字より「本番で動くか」が判断軸。エージェント設計で最初に決めるの…
# Reality: The Final Eval This post argues that real-world task completion rate is the ultimate metric for evaluating AI systems, prioritizing actual production performance over benchmark scores like
Reality: The Final Eval
This post argues that real-world task completion rate is the ultimate metric for evaluating AI systems, prioritizing actual production performance over benchmark scores like SWE-Bench. The author, based on experience running multiple AI implementations in parallel, advocates for focusing on whether systems work in practice rather than theoretical metrics when designing AI agents.
Source: Swyx (X) | 2026-06-05