Copyright
Copyright is a legal protection granting rights holders exclusive rights over specified uses of original expressive works, subject to applicable limitations.
Introduction to Generative AI, Second Edition
Copyright is an exclusive legal right over an original work of creative expression, including rights to copy, distribute, display, or perform it for a limited period.
- How it is used
- Frames legal questions about AI training data, generated outputs, and creators’ rights.
- How deep it goes
- Defines exclusive rights and duration, then outlines US authorship policy and contested training uses without resolving individual claims.
- Examples
- Uses AI-generated images and the Copilot lawsuit to illustrate output ownership and training-data disputes.
- What you can do after
- Evaluate/understand the distinction between protecting an AI-assisted output and using copyrighted work to train a model.
Read how Introduction to Generative AI, Second Edition explains copyright →
LLMs in Production
A legal right that grants creators control over the reproduction and distribution of their original works.
- How it is used
- Frames copyright as a production risk for AI systems that train on, imitate, or reproduce creative and proprietary content.
- How deep it goes
- Examines infringement mechanisms and business consequences but stops short of resolving applicable legal standards.
- Examples
- Uses style imitation, verbatim plagiarism, and The New York Times v. OpenAI as concrete cases.
- What you can do after
- Evaluate AI training and output risks involving unauthorized use, copied expression, and possible commercial harm.
Grokking AI Algorithms, Second Edition
Copyright is a legal system granting creators exclusive rights over the reproduction, distribution, and adaptation of original works.
- How it is used
- Guides legal and ethical choices when collecting text and image data for model training.
- How deep it goes
- Defines public-domain status and flags copyright concerns, but stops short of explaining rights, licensing procedures, or legal tests.
- Examples
- Uses public-domain books, web-scraped images, and synthetic 3D renders to contrast training-data sources.
- What you can do after
- Evaluate training-data sources by identifying public-domain material and recognizing when licensing or alternative data may be needed.
Read how Grokking AI Algorithms, Second Edition explains copyright →
Learn AI-Assisted Python Programming, Second Edition
Copyright is a legal protection granting creators exclusive rights over specified uses of original expressive works, including software code.
- How it is used
- Flags copyright and licensing risk when AI assistants generate code for reuse beyond personal experimentation.
- How deep it goes
- Explains training data, similarity, licensing, and unsettled ownership, but stops short of resolving current legal debates.
- Examples
- Uses Copilot’s GitHub training repositories and its similarity-and-license notification feature as concrete examples.
- What you can do after
- Apply it via Copilot’s similarity and license checks before deploying generated code outside the home.
Read how Learn AI-Assisted Python Programming, Second Edition explains copyright →
How Large Language Models Work
Copyright is a legal protection that grants creators or rights holders control over specified uses of original expressive works for a limited period.
- How it is used
- Frames copyright as an ethical and legal constraint on collecting content for LLMs.
- How deep it goes
- Explains fair use through four balancing factors but stops short of resolving how courts will treat LLM training.
- Examples
- Uses negative product reviews, student training, and LLM training data to illustrate competing uses.
- What you can do after
- Evaluate proposed uses by weighing purpose, work type, amount used, and effects on the original market.
Read how How Large Language Models Work explains copyright →
Related concepts
- public domainconfigures · The public domain is the status of works or data free from applicable exclusive intellectual-property rights and generally usable without permission.
- exclusive ownershipproduces · Exclusive ownership is a property in which one party has sole control or responsibility for a specified resource, right, work, or property.
- iconused by · An icon is a compact graphical symbol that represents an object, action, concept, status, or destination in an interface or visual system.
- attributionuses · Attribution is the association of content, contributions, decisions, or outcomes with their sources, creators, or causes.
These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.