
AI × CYBERSECURITY
How can autonomous AI agents safely access enterprise systems?
CHALLENGE_042
03 / PROGRAM FORMAT
A place for real problems, focused teams and ideas that need to be tested through action.
Arena brings builders, researchers and problem-solvers around a defined challenge — to explore what works, test assumptions and move toward something that can be demonstrated.
MODE · ONLINE / IN PERSON / HYBRID_(Set per challenge)

The Arena journey, in order
REAL PROBLEMS.REAL WORK.SOMETHING TO SHOW FOR IT.
WHY IT MATTERS_
Start with something real.
Arena begins with a defined problem rather than an empty prompt. The room should understand what is unresolved, why it matters and what progress would look like.
Ideas get stronger when they meet reality.
Build, simulate, investigate, prototype, experiment or challenge the assumptions behind a proposed solution.
Show what changed.
A strong Arena outcome is not simply a pitch. It leaves behind evidence, learning, an artifact, a prototype, a result or a clearer next step.
THE ARENA JOURNEY_
Explore an open Challenge that matches what you know, what you're learning or what you can contribute.
Bring complementary skills around the problem.
Research, prototype, test assumptions and make progress before and during the Arena.
CHALLENGE ANATOMY_
Every Arena Challenge should make the problem, constraints and expected evidence clear before participation begins.
ACTIVE CHALLENGES_
Explore open problems across HATCon's technology domains and find where your experience, curiosity or skills can contribute.
4 OF 4 CHALLENGES

AI × CYBERSECURITY
CHALLENGE_042
FEATURED CHALLENGE_

SAMPLE CHALLENGE_
How might an AI agent help researchers explore evidence, identify useful relationships and propose new hypotheses without hiding how it reached them?
Scientific work increasingly involves large bodies of information, complex evidence and connections that are difficult for one person or team to explore manually.
The challenge is not simply to generate answers. It is to create something that helps researchers investigate more effectively while keeping evidence and reasoning inspectable.
A working prototype, experiment or research-backed concept demonstrating how an agent could support a defined scientific workflow.
PEOPLE + SKILLS_
Strong teams bring together different ways of understanding the problem.
TEAMS_
Teams form around a challenge, build in the open and reach the Arena ready to show the work.
SAMPLE TEAMS — joining opens with the first published challenge
Teams still looking for contributors.
Reading satellite and buoy data for early coastal-erosion signals.
NEXT ARENA_
An Arena creates a focused window for teams to build, test, get feedback and move the Challenge forward.
SUBMISSION_
Every Challenge defines what participants must submit before work begins.
A SUBMISSION MOVES THROUGH_
SAMPLE CONFIGURATION — each Challenge lists only the artifacts it requires
REVIEW_
The criteria should be visible before the work begins.
Weights are shown only when a Challenge sets them.
THE PEOPLE AROUND THE PROBLEM_
OUTCOMES_
Useful Arena work should have somewhere to go next.
CHALLENGE WITH HATCON_
Arena works best when the problem is real, the boundaries are clear and there is genuine value in bringing different people around it.
THE HATCON EXPERIENCE_
Six formats. Come to one, or to all of them, in any order.
YOUR MOVE_
Join a team, bring what you know and leave the Challenge further ahead than you found it.
Use the structured Arena window to work with the problem, mentors, resources and other teams.
Show the work and the evidence behind it.
Move useful outcomes into Showcase, Circles, research or an ongoing project.
What would meaningful progress look like?
How will the work be evaluated?
What is happening, and why does the problem exist?
What exactly needs to be understood, improved, solved or demonstrated?
What boundaries, dependencies or realities must participants work within?
What would meaningful progress look like?
What needs to be shown to support the proposed solution?
How will the work be evaluated?
If any of these are missing, the Challenge should not be publishable.
CHALLENGE STATUS_
SAMPLE — the first challenges are published as each city confirms
CHALLENGE NEEDS_
Sign in and complete your profile to see which skills you're bringing to a challenge.
MATCHED FROM_
Your own profile — the domain, focus and what you've said you can help with. Nothing is scored or ranked.
SIGN IN_Low-bandwidth crop advice for smallholder farmers.
Teams actively working.
Guardrails for agents that touch enterprise systems.
Triage tooling for under-resourced clinics.
Teams approaching submission or demo state.
A forecasting notebook with its evidence attached.
A reproducible pipeline and a short demo.
SAMPLE — no Arena is published yet
Something functional or testable.
Show how the work behaves in practice.
Methods, findings, evidence or experiment results.
Code or technical artifacts where relevant.
A clearly developed approach where implementation is not the immediate outcome.
Structured evidence or data contribution where appropriate.
A concise explanation of the problem, work and result.
CHALLENGE
SAMPLE — mentors are listed once confirmed for a challenge
Noor Abbasi
Offensive Security Lead · BlackVector
CAN HELP WITH · EXPLOIT RESEARCH
Marcus Adeyemi
Protocol Architect · Ledgerframe
CAN HELP WITH · CRYPTOGRAPHIC DESIGN
Helena Cross
VP Engineering · Aperture Cloud
CAN HELP WITH · SCALING SECURE INFRA