Introducing

CARMIX

The same work for 5× fewer joules. On the machines you already have.

Energy per unit of work · same machine · same output

Why now

Power is the limit. Every wasted joule is money and capacity you can't get back.

“With power constraints, every unused watt is revenue lost.”
Jensen Huang, NVIDIA · GTC 2026 · source

How it works

Install it. Every operation costs fewer joules. Nothing else changes.

CARMIX runs inside Linux. It finds work that can be done in fewer steps, or has already been done, and proves the result is identical before taking the shorter path. Where it can't prove that, it steps aside. GPU compute is left untouched.

Identical results.

Every output matches the same machine running standard Linux.

No code changes.

Applications, containers, models and drivers stay exactly as they are.

One command out.

If anything is ever unhealthy, the machine returns to standard Linux by itself.

The alternative

The industry buys efficiency with new chips. That takes years.

Graviton, Axion, Cobalt, Grace and Jalapeño were all built for more work per watt. CARMIX gets you there in software, on the fleet you already run.

New custom chipNew datacenterCARMIX
Time to effectYearsYears, gated by grid powerDays
Reaches the existing fleetNoNoYes
Capital requiredBillionsBillionsA software licence
ReversibleNoNoOne command

Model your site

What fewer joules are worth to you.

Joules become kilowatt-hours, and kilowatt-hours become money and room for more GPUs. Enter your own figures.

Google reports 25% per AI prompt. CPU-only fleets are near 100%.
Slide down to model a conservative case.
€0saved per year on electricity
2.5 MWof power freed inside the same site limit
1,667more accelerators that power can run
21,900 MWhper year, or 0 TJ of energy not spent

Arithmetic from your inputs, applied to the host share only. Accelerator energy is left unchanged.

Check these numbers with an engineer

Start

Start with one rack.

A pilot runs CARMIX beside standard Linux on your hardware and ends with a signed energy report.

AdamLabs builds CARMIX. Our name comes from the gap between two hands, the space where the work happens. For computing, it is the distance between what a machine does today and what it could do with the same energy.

Fleet pilot

Two weeks, matched hosts, your workloads. For infrastructure and capacity leaders.

Technical evaluation

Architecture review, method and test records. For kernel, platform and security engineers.

I'm interested in