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Legal Layer

Sena Evren

Legal architecture for AI builders and founders. Turning complex liability, privacy, and regulatory questions into practical product decisions.

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues10Founded4 months agoLast Issue19 days ago
Active

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legallayer.substack.com
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Latest Issues

When Does Distilling GPT Become Theft?

TL;DR:

Training a model on a competitor’s outputs, whether you call it distillation, synthetic data, or fine-tuning, is ordinary engineering. So what creates the legal exposure? How you acquire the outputs defines the legal picture here. C...

19 days ago
3
2

What Happens to Your AI Chats When You Die?

TL;DR. You have told a chatbot things you have told no one. While you are alive you can delete those conversations, and in Europe you can demand they be erased. Both powers belong only to you, and both stop the moment you die. After that, t...

a month ago
1

How Do You Delete a User From a Model You Already Fine-Tuned?

TL;DR

Fine-tuning a model on user-generated content, support tickets, chat logs, or any text containing names, emails, or identifiable patterns comes with a distinct liability under the GDPR and the CCPA. When your user asks you to delete...

2 months ago
6
2

Do You Own Anything That You Create With AI?

TL;DR

Across all creative work, what does human authorship mean legally right now, what do you need to document to claim it, and why all of it even matters? That question includes developers, designers, writers, musicians, and founders; ba...

2 months ago
85
23

Who Owns the Code Claude Wrote?

TL; DR

Agentic coding tools like Claude Code, Cursor, and Codex generate code that may be uncopyrightable, owned by your employer, or contaminated by open source licenses you cannot see. Some of this is settled law, some is actively contes...

3 months ago
73
13

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  • Sena Evren

    I translate legal requirements into product decisions for the people who are building AI products @legallayer. | AI & Tech Legal Consultant

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