Research
Compliance
Decision Models as Retrieval Gates Against Injection and Pollution
Key Insights
- Retrieved web text can carry instructions aimed at the language model, or synthetic pages written to mislead.
- We test whether released open-weight decision models, which answer typed questions about a.
Cite this synthesis
DOI: 10.48550/arXiv.2611.08325 ↗
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@misc{ acaciacompliance-research-decision-models-as-retrieval-gates-against-injection-and-pol,
title = { Decision Models as Retrieval Gates Against Injection and Pollution },
author = { Leszek },
year = { 2026 },
doi = { 10.48550/arXiv.2611.08325 },
url = { http://arxiv.org/abs/2611.08325v1 },
note = {Summarized and classified by AcaciaFund}
}
TY - GEN TI - Decision Models as Retrieval Gates Against Injection and Pollution AU - Leszek PY - 2026 DO - 10.48550/arXiv.2611.08325 UR - http://arxiv.org/abs/2611.08325v1 ER -
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Overview
Retrieved web text can carry instructions aimed at the language model, or synthetic pages written to mislead. We test whether released open-weight decision models, which answer typed questions about a
Why It Matters
This item adds to the AML and compliance knowledge base. Practitioners can use it to stay current on Decision Models as Retrieval Gates Against Injection and Pollution, but should validate its claims against primary sources and more recent work before relying on it in production decisions.
Key Takeaways
- Understand how Decision Models as Retrieval Gates Against Injection and Pollution relates to AML and compliance workflows and controls.
- Assess evidence quality and freshness before acting on the findings.
- Use the tagged topics to connect this item to related content in the library.
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