Agile Event Session

Who Owns the Code in an AI World?

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About this Event Session

The following is an AI summary of the event.

Overview

This webinar, “Who Owns the Code?”, featured Richard Hundhausen, career software developer and DevOps consultant, and Bradlee R. Frazer, intellectual property attorney. The session explored how AI-assisted software development challenges common assumptions about code ownership, with an emphasis on copyright law, monetization, and business risk.

AI-Assisted Development in Practice

Richard Hundhausen demonstrated “vibe coding” by using ChatGPT and GitHub Copilot to generate a functional, web-based Battleship game with minimal manual coding. The demonstration showed how quickly AI tools can scaffold applications, generate prompts, and produce working code. It also surfaced a key limitation of these tools: outputs can vary significantly between runs, even when prompts appear similar.

From Prototype to Business Concept

The generated game served as a stand-in for a real product idea. Hundhausen walked through creating a basic product vision, identifying potential customer segments, and estimating revenue and valuation. This segment illustrated how easily AI-driven experimentation can move from a technical demo to a business conversation, often faster than teams stop to consider legal or ownership implications.

The Central Question: Who Owns the Code?

Bradlee R. Frazer reframed the session around ownership rather than tooling. He explained that many developers assume they own AI-generated code because they initiated the prompts or directed the system. Under copyright law, that assumption is often incorrect, and misunderstanding it can introduce serious risk for companies planning to sell, license, or acquire software.

Copyright Law and Human Authorship

Frazer outlined the basics of copyright as it applies to software. In the United States and other Berne Convention countries, source code is treated as a literary work and is protected only when it is human-authored. Copyright is created automatically when a human reduces a sufficiently creative idea to a tangible form. Code generated primarily by AI may not qualify for copyright protection, weakening claims of ownership.

Why Ownership Drives Monetization and Exits

The discussion emphasized that intellectual property ownership underpins software valuation. Buyers in acquisitions require clear warranties that the seller owns the code and can transfer those rights. Without ownership, companies cannot enforce exclusivity, collect royalties, or credibly support a valuation, regardless of how useful or popular the software may be.

Final Takeaways

  • AI tools can dramatically accelerate software creation but introduce legal ambiguity.
  • Human authorship is essential for copyright protection of source code.
  • Clear ownership is required for licensing, monetization, and acquisition.
  • Teams using AI-assisted development must address IP risk early, not after a product gains traction.

Additional Resources

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