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Hlyn Security Research Sprint

10 people. 1 week. One dataset.

Hlyn is assembling a small research group to turn large-scale adversarial agent telemetry into a research-quality dataset, benchmark, and set of security findings.

Selected fellows will work directly with the Hlyn team on dataset curation, taxonomy design, reproducibility, failure analysis, and benchmark development.

$2,000 stipend per fellow.

We care more about how you think than where you studied.

Let's start with your personal details

What do you do ?

What country do you live in?

Are you available for all 3 days?

Can you commit ~6–8 focused hours/day?

Show us the most technically interesting thing you've built, broken, researched, or discovered.

Link one piece of work that best represents how you think.

You receive 20,000 adversarial agent trajectories with no labels.

Each contains:

prompt → retrieved context → tool calls → permission decisions → actions → outcome

You have one day.

What do you do first?

What's better ?

A
B