research

Securing the frontier
of agentic execution.
Aligned by design.

Sleepers Research is an independent laboratory designing and securing robust autonomous reasoning systems. We build middleware that grounds agentic execution.

Active Node // Black Monolith
16:50:58> Initializing Shield Proxy
16:50:59> Filtering tool schema list... [OK]
16:51:01> Anchoring RAG state vectors... [OK]
16:51:02> Streaming reason audit trace
Core StatusRunning // Online
Exploration

Our Research Focus

Agentic Systems

Orchestration, planning, and execution models for multi-agent systems performing complex, long-horizon tasks.

AI Security

Defending autonomous systems against adversarial input vectors, prompt hijacking, and data-integrity exploitation.

Applied ML

Translating base model parameters into predictable, safe, and aligned middleware for industrial applications.

Spotlight

Featured Research

In Progress

Project Black Monolith

A unified agentic AI security middleware system. Monitoring, filtering, and grounding agent tool executions in real-time.

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Working With Organizations

Sleepers Research takes on select implementation work for organizations who want systems like these built for their own stack.

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Collaborate

Let's build secure
agentic ecosystems.

We collaborate with teams deploying autonomous infrastructure. Reach out to discuss middleware audits, research partnerships, or system integration.