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FRONTIER AI RESEARCH LAB

Intelligence that is understood, safe and useful.

Innvoq invents new architectures, trains foundation models, builds the harness systems that let them act, and designs the compute that runs them. We publish what we learn along the way.

Explore the labAbout Innvoq

WHAT WE DO

The whole stack, from architecture to silicon

We don't integrate other people's models. We build each layer ourselves and explain how it works.

  1. Compute

    Custom AI computing infrastructure, from silicon to cluster.

  2. Research

    New mathematical architectures and the science of learning.

  3. Models

    Large language and foundation models for language, vision, code and science.

  4. Harness

    AI harness systems: agents, tools, evaluation and orchestration.

  5. Safety

    Alignment, interpretability and responsible deployment.

  6. Frontier

    The path toward artificial general intelligence.

OUR APPROACH

How we work

We aim to be precise but warm, ambitious but measured. We'd rather show our work than raise our voice.
TRAINING COMPUTE (LOG) →LOSS (LOG) →
Schematic, not measured data. Capability compounds with scale: as training compute grows, loss falls along a power law.

  1. Rigour

    We measure before we claim.

  2. Emergence

    Big capability comes from careful compounding.

  3. Openness

    We publish, explain and invite scrutiny.

  4. Responsibility

    Capability and safety advance together.

  5. Craft

    From kernels to keynotes, details matter.

WORK WITH US

Tell us what you're building.

We work with researchers, builders, enterprises and governments who need frontier intelligence they can trust.
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