Independent research organization

Advancing intelligence.
Securing what comes next.

Gtomac works across artificial intelligence, cybersecurity, autonomous systems, and emerging computational security.

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Difficult problems. Connected disciplines.

DOMAIN / 01ACTIVE
AI

Artificial Intelligence

Reasoning, learning, and adaptive computation for systems that operate beyond the lab.

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DOMAIN / 02ACTIVE
SEC

AI Security

Evaluating models and agents under adversarial conditions.

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DOMAIN / 03ACTIVE
CLI

Cybersecurity

Finding failure modes before they become attack surfaces.

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DOMAIN / 04ACTIVE
SYS

Systems + Infrastructure

Resilient foundations for frontier computational systems.

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One mission.
Six connected fronts.

Breakthroughs rarely respect discipline boundaries. Our work connects intelligence, systems, and security into one continuous research practice.

ACTIVE DOMAINCROSS-DOMAIN LINK
GTOMACGCORE / 00
AI01
AGENTS02
SAFETY03
SECURITY04
SYSTEMS05
CYBER06

Ideas, evidence, and open questions.

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2026.09TECHNICAL REPORT

Evaluating Agentic Systems Under Adversarial Conditions

AI SECURITYAGENTS
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2026.08RESEARCH NOTE

Security Boundaries for Autonomous Infrastructure

SYSTEMSSECURITY
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2026.07PAPER

Adversarial Reasoning in Open-Ended Environments

AIROBUSTNESS
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GTOMAC / OPEN-RESEARCHMAIN ⑂
⌄ ▣ gtomac/
⌄ ▣ research/
⌁ artificial-intelligence/
◇ cyber-security/
◉ agent-security/
› ▣ datasets/
› ▣ benchmarks/
› ▣ open-source/
≡ README.md
9f42c7aUpdate agent boundary benchmark4h ago

Research compounds when it is shared.

We publish select code, datasets, benchmarks, and experimental methods for the wider research community.

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Work on difficult
problems that matter.

We bring together researchers, engineers, and security practitioners who want to shape safer computational systems.

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