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Published: 21 February 2023



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  • ソーシング/調達/ベンダー管理 (SPVM) のリーダーが、社内のAIガバナンスをソフトウェア契約やクラウド契約にも適用しない場合、自社全体を重大なリスクにさらすことになる。

  • AIを (直接、またはソフトウェアに組み込んで) 提供するソフトウェア/クラウド・ベンダーは、先入観により偏った学習データセットを利用したり、提供したりする可能性がある。

  • ほとんどのソフトウェア/クラウド契約では、AIが導く結果についての説明責任をベンダーが果たすことについて、明確なコミットメントが存在しない。



  • 社内のステークホルダーと協力し、自社のAIガバナンスのガイドラインを明確にした上で、同じガバナンスを、ベンダーの評価や契約にも含める。

  • 潜在的なリスクを回避するために、バイアス検知/制御が実行された学習データセットをAIベンダーに提供させる。

  • 学習モデルの文書化も求めた上で、モデルを継続的に進化させることを目指す。

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Tsuyoshi Ebina

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