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16 changes: 15 additions & 1 deletion GITHUB_DISCOVERY.md
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This file exists as a concise GitHub-native discovery surface for developers, researchers, security engineers, AI teams, frontend engineers, platform teams, and technical evaluators searching for the problems ĀML addresses.

## Found this from GitHub search? Try ĀML first.

**Live 60-second AI Interface Firewall starter:**

https://aruintelligence.github.io/aml-core/quickstart.html

It gates ordinary HTML without requiring a framework migration or build system and exposes the exact integration snippet for copying.

**Copy-and-run source:** [starters/ai-interface-firewall/](starters/ai-interface-firewall/)

## Core category

**Accountability layer between AI and the human interface.**
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## Fast paths

**Try:** https://aruintelligence.github.io/aml-core/playground.html
**Try in 60 seconds:** https://aruintelligence.github.io/aml-core/quickstart.html

**Explore:** https://aruintelligence.github.io/aml-core/playground.html

**Live proof:** https://aruintelligence.github.io/aml-core/proof.html

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**Read:** [PUBLICATIONS.md](PUBLICATIONS.md)

**Build / report results:** https://github.com/aruintelligence/aml-core/issues/81

**External verifier challenge:** https://github.com/aruintelligence/aml-core/issues/56

**External integration challenge:** https://github.com/aruintelligence/aml-core/issues/57
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