Exploring a future where AI controls all aspects of life, redefining global governance and social interactions.

0. はじめに ELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。 「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。 株式会社ELYZA プレスリリース： 株式会社マイナビ様 プレスリリース： Source link

A practical, production-style approach to prompt engineering that enterprises can actually deploy.

This is the second post in a series where we will explore how PromptOps makes managing AWS...

Learn how to use principles of rhetoric and knowledge management to enhance the people, processes, and technologies around using AI for content development. Click to read Cyborgs Writing, by Lance Cum...

0. はじめにELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。株式会社ELYZA プレスリリース：

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Companies are rapidly adopting generative AI (gen AI) but often neglect proper onboarding, a critical step for its effectiveness. Unlike static software, gen AI is probabilistic and prone to model drift, necessitating ongoing monitoring and updates. Ignoring onboarding can lead to costly issues like misinformation, bias amplification, and data leakage, as demonstrated by real-world examples. To mitigate these risks, organizations should onboard AI agents like new hires, defining roles, providing contextual training, and simulating usage before deployment. This involves cross-functional collaboration, incorporating feedback loops, and conducting regular audits to ensure alignment and quality. Onboarding shouldn't end at launch, continuous monitoring, user feedback channels and regular evaluations are vital. Gen AI is increasingly integrated into critical business functions, emphasizing the urgency of structured onboarding for security and compliance. Organizations that prioritize transparency and user involvement experience faster adoption and improved utilization of AI tools. Implementing onboarding best practices such as job descriptions and building simulators will help companies use AI tools correctly. AI enablement managers and PromptOps specialists are becoming key figures in maintaining and improving their systems. Ultimately, prioritizing guidance and building clear goals is essential for harnessing the full potential of gen AI.