Topic

LLMs

5 posts tagged LLMs from Intel DevOps AI.

Dark Web OSINT with LLMs: Extracting Actionable Intelligence from Adversarial Forums at Scale

How LLM-augmented pipelines can systematically collect, translate, and analyze dark web forum traffic to surface actionable intelligence before threats materialize.

R. Tanaka

· August 3, 2026 · 4 min read

Cross-Lingual Intelligence Analysis: Using Multilingual LLMs to Close the Translation Gap in OSINT Pipelines

How multilingual LLMs are replacing brittle MT pipelines in OSINT workflows, what they get right, and where they still fail intelligence analysts.

R. Tanaka

· July 20, 2026 · 5 min read

threat intelligence LLMs

Threat Actor Profiling with LLMs: Building Persistent Adversary Models from Fragmentary Intelligence

How LLM-powered threat actor profiling transforms fragmentary intelligence into persistent, updatable adversary models that evolve with the target.

R. Tanaka

· July 9, 2026 · 5 min read

machine learning transfer learning

Transfer Learning for Low-Resource Intelligence Domains: Adapting Foundation Models When Training Data Is Classified or Scarce

How intelligence teams can adapt large foundation models to specialized domains when labeled training data is classified, scarce, or too sensitive to move.

R. Tanaka

· June 25, 2026 · 5 min read

LLMs intelligence analysis

Natural Language Generation for Intelligence Reporting: When LLMs Write the First Draft

How LLMs can automate the first draft of intelligence reports, what breaks when they do, and how analysts should structure the human-machine handoff.

R. Tanaka

· June 22, 2026 · 5 min read

Browse more topics

machine learning intelligence analysis OSINT NLP LLM intelligence community SIGINT Adversarial AI automation computer-vision disinformation GEOINT

← All posts from Intel DevOps AI