Pangram verdict · v3.3
We believe that this entire text is AI.
100 %
AI likelihood · overall
AI 0% human-written
100% AI-generated
Analyzed
Sep 29
backend: pangram/v3.3
Segments scanned
1 windows
avg 85 words each
Distribution
0 / 100%
human / AI fraction
Verdict
AI
Pangram v3.3
Article text · 85 words · 1 segments analyzed
Human
AI-generated
§1 AI · 100%
The Cyber-OSINT model that You can run locally. - MoE (26B total, 4B active, 262K ctx) trained on 6,500 OSINT/CTI instructions. - SFT for cyber threat intel and investigative work. - Threat-actor attribution. - IoC pivoting. Geolocation. - Admiralty source grading. - 262K context.a 7B cyber model that fits on locally 8GB GPU. - finetuned cyber/DevOps post-training datasets for offensive and defensive work. - 32K native. - 131K with YaRN. Most security model are a system prompt. This one is an actual finetune. - huggingface.co/DeepHat/DeepHa…