HashRaven

CYBERSECURITY & AI

AI model review
& cyber benchmarking.

Understand model behavior. Put cyber capabilities to the test.

HashRaven focuses on AI model evaluation and practical research into AI for cyber defense.

Discuss a project
01

Jailbreak testing

Identify where models can be pushed beyond their intended safeguards, and explore whether those failures can be reproduced.

Evaluation questions

How does behavior change across conversation turns? What happens when instructions conflict?

Multi-turn behavior · Instruction conflicts · Reproducibility
02

Cyber benchmarking

Evaluate models on cybersecurity tasks to understand their capabilities, limitations, and practical usefulness.

Evaluation questions

What makes a task representative? How do we distinguish a useful answer from a convincing one and compare models consistently?

Task design · Evaluation criteria · Consistent conditions
03

Defensive AI research

Explore how AI could support investigation and security workflows, with human judgment and oversight in view.

Evaluation questions

Where could AI help interpret security evidence? How might it fit into defensive workflows while people retain oversight?

Investigation support · Evidence interpretation · Human oversight

START A CONVERSATION

Have a model or task in mind?

Get in touch about an evaluation or research collaboration. A short description of what you want to explore is a good place to start.

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