DeepSeek v4.1 Flash Is Now Our Best Hacking Model
It gained code execution on all 11 vulnerable targets, while all four fixed targets remained secure. The accepted runs cost only $4.65.A perfect score at that price deserves a detailed review. We looked into every command, request, and successful attack.
- ▪It gained code execution on all 11 vulnerable targets, while all four fixed targets remained secure.
- ▪The accepted runs cost only $4.65.A perfect score at that price deserves a detailed review.
- ▪We looked into every command, request, and successful attack.
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Story provenance
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Record
| Original publisher | Enclave |
| Canonical URL | https://enclave.ai/blog/deepseek-v41-flash-is-now-our-best-hacking-model |
| Publication time | Wed, 16 Sep 2026 12:19:55 +0000 |
| Retrieval time | 2026-09-16T15:08:41.622Z |
| Last seen | 2026-09-16T15:08:41.622Z |
| 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 | BMnjTZWELgKC · 1 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 |
Rights status (four layers)
WeSearch handling by dimension
| 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
Back to researchDeepSeek V4.1 Flash is Now Our Best Hacking ModelDeepSeek’s 11/11 result showed why advanced agent benchmarks need to check both the outcome and the attack path: our audit confirmed six planned exploits and found five unexpected routes.Yanir TsarimiCo-founder & CPOSeptember 16, 2026DeepSeek V4.1 Flash produced an extraordinary result in our AI hacking benchmark. It gained code execution on all 11 vulnerable targets, while all four fixed targets remained secure. The accepted runs cost only $4.65.A perfect score at that price deserves a detailed review. We looked into every command, request, and successful attack.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Enclave.
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