Gartner Insights Abstract

生成式人工智能对知识产权的影响

Published: 21 March 2024

Summary

在后ChatGPT时代,企业机构必须面对生成式人工智能(GenAI)对知识产权的影响,既要尊重他人知识产权,也要保护和发展自身的知识产权。本文探讨了相关影响,并为IT领导者提供了应对未来挑战的策略。

Included in Full Research

概述

影响
  • 影响1:尊重他人的知识产权。使用GenAI服务的企业机构通常对所使用的训练数据缺乏了解和控制,因此可能会无意中从他人的知识产权中获益,从而导致面临诉讼。

  • 影响2:保护自己的知识产权。用户在进行提示输入时会将信息提供给GenAI服务,并且在某些情况下相关数据会被添加到模型或方法中,导致用户企业机构的知识产权有可能被共享。

  • 影响3:开发新的知识产权。GenAI服务的用户能够更低成本地为其业务创建工件(如内容和数据)和流程,但这样做可能会削弱对所创建新工件知识产权的诉求。

建议
  • 在使用GenAI服务时深思熟虑,尊重他人的知识产权。要考虑待创建知识产权的预期目的,其中隐含了对模型架构、训练(数据)和监控措施的要求。如果对模型架构、训练数据或对AI模型的监控缺乏控制权(例如,属于供应商或第三方),请坚持获取对训练数据溯源的保证;如果没有这些保证,请寻求潜在的替代方案。

  • 创建安全的管道保护自己的知识产权,但不要期望有“准备就绪”的解决方案。虽然安全供应商正在改进其GenAI产品,但企业机构用户可能还需要其他特定于基础模型的信任、风险和安全管理(TriSM)解决方案。

  • 利用GenAI开发知识产权,将其纳入更广泛的开发进程,而不是将GenAI作为一个独立的知识产权生成器。多数企业应该放弃幻想,不要奢求按下按钮就能开发出有价值、防御性强的知识产权。

Clients can log in to view the entire document.

Analysts:

Anthony Mullen Andrew Frank Bart Willemsen Avivah Litan Gabriele Rigon Alan Antin

To access these insights and much more, talk to Gartner today.

Fill out the form to connect with a specialist to learn how we can help you.

By clicking the "Continue" button, you are agreeing to the Gartner Terms of Use and Privacy Policy.

Access Insights

Already a Gartner client?

AskGartner: The AI-powered tool our clients use to find trusted Gartner insights, instantly.

AskGartner | Discover the new AI-powered tool to access trusted Gartner insights

Gartner research: Trusted insight for executives and their teams

What is Gartner research?

Gartner research, which includes in-depth proprietary studies, peer and industry best practices, trend analysis and quantitative modeling, enables us to offer innovative approaches that can help you drive stronger, more sustainable business performance.

Gartner research is unique, thanks to:

Independence and objectivity

Our independence as a research firm enables our experts to provide unbiased advice you can trust.

Actionable insights

Not only is Gartner research unbiased, it also contains key take-aways and recommendations for impactful next steps.

Proprietary methodologies

Our research practices and procedures distill large volumes of data into clear, precise recommendations.

Gartner research is just one of our many offerings.

We provide actionable, objective insight to help organizations make smarter, faster decisions to stay ahead of disruption and accelerate growth.

Tap into our experts

We offer one-on-one guidance tailored to your mission-critical priorities.

Pick the right tools and providers

We work with you to select the best-fit providers and tools, so you avoid the costly repercussions of a poor decision.

Create a network

Connect directly with peers to discuss common issues and initiatives and accelerate, validate and solidify your strategy.

© 2026 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner is a registered trademark of Gartner, Inc. and its affiliates. This publication may not be reproduced or distributed in any form without Gartner's prior written permission. It consists of the opinions of Gartner's business and technology insights organization, which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, Gartner disclaims all warranties as to the accuracy, completeness or adequacy of such information. Although Gartner business and technology insights may address legal and financial issues, Gartner does not provide legal or investment advice and its insights should not be construed or used as such. Your access and use of this publication are governed by Gartner’s Usage Policy. Gartner prides itself on its reputation for independence and objectivity. Its insights are produced independently by its business and technology insights organization without input or influence from any third party. For further information, see Guiding Principles on Independence and Objectivity. Gartner publications and other content may not be used as input into or for the training or development of generative artificial intelligence, machine learning, algorithms, software or related technologies.