Cisco used AI to write security incident reports, with mixed results
Cisco has tested the use of AI for generating security incident reports and found mixed results. While the technology can significantly reduce the time needed to draft reports, it also presents various risks such as inaccuracies and inconsistent writing styles. The Talos team developed techniques to mitigate these issues, but some challenges remain, particularly with content cross-contamination and grammar checking.
- ▪Cisco's AI-generated reports showed significant inaccuracies and inconsistent writing styles.
- ▪Using granular instructions for AI can reduce the risk of errors and improve output quality.
- ▪The time required to draft an incident report fell by 50 percent, but editing multiple reports in one session led to content cross-contamination.
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| Original publisher | www.theregister.com - Articles |
| Canonical URL | https://www.theregister.com/security/2026/05/22/cisco-used-ai-to-write-security-incident-reports-with-mixed-results/5244692 |
| Publication time | Fri, 22 May 2026 07:38:19 +0200 |
| Retrieval time | 2026-05-22T07:27:00.846Z |
| Last seen | 2026-05-22T07:57:21.614Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | 8EMR7b22p88r · 3 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
(function() { let windowUrl = window.location.href; windowUrl = windowUrl.substring(windowUrl.indexOf('?') + 1); let messageElement = document.querySelector('.shareableMessage'); if (windowUrl && windowUrl.includes('code') && windowUrl.includes('expires')) { messageElement.style.display = 'block'; } })(); Security Cisco used AI to write security incident reports, with mixed results You’ll need a lot of detailed prompts to get solid output - and even then it may have errors and typos Simon Sharwood Simon Sharwood APAC Editor Published fri 22 May 2026 // 06:38 UTC Cisco tested AI’s ability to write an accurate report on a tabletop security incident response exercise, and found that while the tech can save time, many risks remain.The networking giant revealed its results in a Thursday blog…
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