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PreprintCC BY 4.0Zenodo

Hallucinated threat briefings: retrieval-augmented generation cuts 42% in 2026 — verify?

Abstract

Treat the 42% RAG threat-briefing cut as unverified: no 2026 NVD test-set comparison exists. Learn how retrieval-augmented generation grounding works.

Independent technical note mirroring the canonical version: https://tomoguides.com/blog/hallucinated-threat-briefings-retrieval-augmented-generation-cuts-42-in-2026-verify.php

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BibTeX
@misc{ferguson2026hallucinated,
  title = {{Hallucinated threat briefings: retrieval-augmented generation cuts 42% in 2026 — verify?}},
  author = {Blake Ferguson},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23673007},
  url = {https://zenodo.org/records/23673007},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Hallucinated threat briefings: retrieval-augmented generation cuts 42% in 2026 — verify?
AU  - Blake Ferguson
PY  - 2026
DA  - 2026/10/26
PB  - Zenodo
DO  - 10.5281/zenodo.23673007
UR  - https://zenodo.org/records/23673007
AB  - Treat the 42% RAG threat-briefing cut as unverified: no 2026 NVD test-set comparison exists. Learn how retrieval-augmented generation grounding works.  Independent technical note mirroring the canonical version: https://tomoguides.com/blog/hallucinated-threat-briefings-retrieval-augmented-generation-cuts-42-in-2026-verify.php
ER  -