Add LLM-PM and TEI Framework Proposal - #140
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This proposal introduces a new risk category, Postural Manipulation (LLM-PM), and a mitigation standard, Temporal Execution Integrity (TEI), to enhance the OWASP GenAI LLM Top 10 framework. It outlines the flaws in current defenses and provides a comprehensive evaluation model for ensuring system integrity. Signed-off-by: Steven Kyle Hensley <245543810+QueBallSharken@users.noreply.github.com>
QueBallSharken
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rocklambros and
virtualsteve-star
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September 3, 2026 01:27
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Hello @rocklambros and @virtualsteve-star, thank you both in advance for taking the time to review this proposal. I appreciate your guidance on incorporating the LLM-PM risk classification and the TEI framework into the repository. Please take your time looking through the documentation, and if there are any adjustments, clarifications, or refinements needed to align with the project's standards, please don't hesitate to let me know—making those changes is no trouble at all. Looking forward to your feedback! |
This proposal introduces a formal risk classification and mitigation standard for addressing Causal State Poisoning, Unbounded Multi-Agent Cascades, and Epistemic Drift in LLM and autonomous agent ecosystems. It integrates boundary evidence metrics, verification patterns, and continuity models to enhance system resilience against governance compromises. Signed-off-by: Steven Kyle Hensley <245543810+QueBallSharken@users.noreply.github.com>
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This proposal introduces a new risk category, Postural Manipulation (LLM-PM), and a mitigation standard, Temporal Execution Integrity (TEI), to enhance the OWASP GenAI LLM Top 10 framework. It outlines the flaws in current defenses and provides a comprehensive evaluation model for ensuring system integrity.