We study the machinesthat think.

Kaer Labs researches the behaviour of large language models and builds autonomous agents grounded in understanding — not guesswork.

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Our Mission

ThegapbetweenwhatAIcandoandwhatweunderstandaboutitisthedefiningproblemofthisdecade.

01The Problem

AI systems are deployed at scale without anyone fully understanding how they arrive at decisions. This is a structural risk that compounds with every deployment.

02Our Position

Understanding must precede deployment. We reverse-engineer neural networks to map how information flows, why outputs occur, and where failure modes hide.

03The Result

Agents that are interpretable, auditable, and reliable. Not because we added safety after the fact — because we designed it in from the ground up.

Mechanistic Interpretability Feature Circuit Mapping Adversarial Robustness LLM Behavior Analysis Agentic Systems Efficient Model Design Formal Verification Red Team Evaluation Mechanistic Interpretability Feature Circuit Mapping Adversarial Robustness LLM Behavior Analysis Agentic Systems Efficient Model Design Formal Verification Red Team Evaluation

We're building what comesafter the chatbot.

Autonomous AI that reasons, acts, and delivers.
Join us or put our agents to work.

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Collaborate

We work with research teams and organizations pushing AI understanding forward. Let's explore what's possible.

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Careers

We hire researchers and engineers who care about rigor, impact, and building AI that actually works as intended.

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Product

Our research powers kaer.ai — autonomous AI agents built on secure, verified foundations.

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