- GenAI hybrids, ML valuation, and bizML are advancing predictive AI in 2025.
- Predictive AI and genAI complement each other, enabling innovative capabilities.
- Predictive AI can help realize genAI’s promise of autonomy by flagging cases requiring human review.
- Marriages between predictive and generative AI are forming, including hallucination detection.
- Predictive AI projects need to be valuated for estimated business value but often are not.
- Most enterprise ML projects lack pre-launch stress testing and fail to deploy, missing out on potential value.
- The bizML practice aims to bridge the gap between business and data professionals for successful AI projects.
- Professionalization of predictive AI is on the rise with the adoption of best practices like bizML.
予測AIと生成AIはお互いを補完し合い、革新的な能力を可能にします。予測AIは人間の審査が必要なケースをフラグ付けすることで、生成AIの自律性を実現する手助けをします。また、予測AIプロジェクトはビジネス価値の見積もりが必要ですが、しばしば行われていません。bizMLのようなベストプラクティスの採用により、予測AIの専門化が進んでいます。
元記事: https://www.forbes.com/sites/ericsiegel/2025/01/06/3-predictions-for-predictive-ai-in-2025/