AI research lab building Aligned Autonomous Organizations

Autonomy and Alignment

Current Human-in-the-Loop frameworks impose theoretical limits on scalability and speed. Senka Labs is researching and building the infrastructure for fully agentic organizations that plan, act, and self-improve independently.

OUR THESIS

We operate on the conviction that by 2030, AI models will possess the agency required to run Aligned Autonomous Organizations (AAOs).

Accordingly, we are researching and building the cognitive infrastructure required to support them. Senka Labs leverages frontier models and open-source frameworks to engineer the recursive systems that make the AAO possible.

The Aligned Autonomous Organization

The Aligned Autonomous
Organization

OUR MISSION

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Aligned

Aligned

Developing technology that prioritizes human safety and ethical alignment above all else.

Autonomous

Autonomous

Building systems capable of long-horizon planning and execution without supervision.

Organizations

Organizations

Architecting entire organizations where every role, from planning to execution, is filled by an autonomous agent.

RESEARCH

Moving Beyond the Context Window

Current LLMs are constrained by limited memory and linear reasoning. Our research focuses on breaking these barriers to enable long-horizon agency. We are engineering Recursive Control Loops for error correction, Episodic Memory Systems for continuity, and Hierarchical Planning that allows agents to decompose complex mandates into executable actions.

Current LLMs are constrained by limited memory and linear reasoning. Our research focuses on breaking these barriers to enable long-horizon agency. We are engineering Recursive Control Loops for error correction, Episodic Memory Systems for continuity, and Hierarchical Planning that allows agents to decompose complex mandates into executable actions.

Engineered for Autonomy

AUTONOMY

The Cognitive Stack

Moving beyond flat context windows to deep, multi-layered planning architectures.

Recursive Self-Correction

Agents that critique, refine, and verify their own work to guarantee reliability.

Our Research

Our Research

Our Research

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Verifiability

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Scalability

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Autonomy

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Alignment

GET IN TOUCH

Reach out to us for research
collaboration and information

Collaborate on the Aligned Autonomous Organization

We partner with select academic and safety institutions to test high-stakes agentic architectures.

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Collaborate on the Aligned Autonomous Organization

We partner with select academic and safety institutions to test high-stakes agentic architectures.

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Collaborate on the Aligned Autonomous Organization

We partner with select academic and safety institutions to test high-stakes agentic architectures.

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