ABOUT

A research lab for the whole stack

Innvoq is a frontier AI research laboratory. We invent the architectures, train the models, build the harness systems that let them act, design the compute that runs them, and publish what we learn along the way.

MISSION

To build general intelligence that is understood, safe and useful, and to share the science that gets us there.

VISION

A world where every person and institution can call on intelligence as reliably as they call on electricity.

THE NAME

Innvoq

/ɪnˈvoʊk/ · “in-voke”

Inninnovation: The work of inventing what doesn't exist yet.
voqVirtual Output Queueing: A switching technique in which every input keeps a separate queue for each output, so no single blocked path holds up the rest. It's a quiet nod to the systems engineering under everything we build.
Innvoqinvoke: Said aloud, the name is invoke: to call something into being. Every model call is an invocation.

WHY VOQ

The switch behind the name

Virtual Output Queueing is how a network switch keeps one slow path from stalling the rest. Scroll the steps; the simulation follows.

DELIVERED0WAITING0

SIMULATED · OUTPUT 1 HELD BUSY

STEP 1
One queue per input
Packets wait in arrival order. Output 1 is busy, so the packet at the head waits, and every packet behind it waits too, even those bound for free outputs. This is head-of-line blocking.
STEP 2
One queue per output
Virtual Output Queueing gives each input a separate queue for every destination. Packets for output 1 still wait, but they no longer hold up the rest, and the delivered count climbs.
STEP 3
Inn + voq
Innovation, and the systems engineering under it. Said aloud, the name is invoke: to call something into being.

VALUES

What we hold to

Rigour
We measure before we claim: real numbers, cited sources, no superlatives.
Emergence
Big capability comes from careful compounding, so we're patient with the work.
Openness
We publish, explain and invite scrutiny, in plain language with the method visible.
Responsibility
Capability and safety advance together. Safety is a pillar, never a footnote.
Craft
From kernels to keynotes, details matter.

HOW WE WORK

Show the working

We build every layer
From architecture to silicon, so we can explain each one and improve the parts that matter.
We lead with evidence
We state the result, the method and the date. If a number has no source, we don't publish it.
We're honest about limits
We say what a system can't do yet in the same place we say what it can.
We publish what we learn
Papers, write-ups and explanations that others can read, check and build on.

Talk to us

Questions about our research, Legalyard or working together are welcome.

Name	Purpose	Duration	Type
innvoq_consent	Remembers your privacy choices	12 months	Cookie
theme	Remembers light, dark or system theme	Until you clear it	Local storage

A research lab for the whole stack

Mission and vision

Innvoq

One queue per input

One queue per output

Inn + voq

Rigour

Emergence

Openness

Responsibility

Craft

We build every layer

We lead with evidence

We're honest about limits

We publish what we learn

Talk to us