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High-density judgment framework for irreversible decisions and risk control. Keywords: prompt injection, guardrails, kill switch, audit, rollback.

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COPYRIGHT & LICENSE

版权与使用许可(简版)

Copyright

Copyright (c) 2026 Zhenjie Liu / 刘振杰. All rights reserved.


Permission Granted (Non-Commercial)

You may:

  • read, download, and reference this repository for personal learning
  • quote short excerpts with attribution
  • discuss the structure publicly without exposing private individuals
  • use AI tools to decode (format/translate/clarify) under the rules in README_DecodeWithoutDilution.md

Not Permitted

You may NOT:

  • sell, package, or commercialize this repository (in whole or part)
  • present it as therapy, counseling, coaching, or medical/legal advice
  • claim it is an automated decision engine that replaces human responsibility
  • use it to justify harm, coercion, or manipulation
  • reframe the content into “motivational” or “moral superiority” narratives

No Warranty / No Liability

This repository is provided as-is, with no warranties.
The author is not responsible for any outcome, loss, or decision made by readers.


Human-in-the-Loop Requirement

All decisions remain the responsibility of the user.
This repository does not “authorize” or “validate” any action.


Privacy Note

Do not upload private medical, financial, or identifying information into public tools.
If you use AI, treat it as a tool — you remain the final auditor.

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High-density judgment framework for irreversible decisions and risk control. Keywords: prompt injection, guardrails, kill switch, audit, rollback.

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