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m51.ai Lab

Research and insight.

We explore how AI impacts marketing, visibility and business in Norway. Here's what we find.

InteractiveNorGEO-Bench v1.0

Is your company mentioned by AI?

Search for your company and see how often ChatGPT, Claude and Gemini mention you. 253 prompts across 11 Norwegian industries.

Open the tool

m51 Lab Product

M51 Cortex: the brain that learns while the agents work

We rebuilt the core of M51 AI OS. Cortex is an intelligence architecture that does not just retrieve information — it remembers, learns and reasons causally about what actually works for each individual customer. Here is what is live, why it is technically different, and what value it gives the marketing team.

May 202611 min

m51 Lab Research

We pruned MiniMax-M2.7: the first public REAP variant, published 72 hours after release

Six open model variants on HuggingFace. 229 billion parameters reduced to 139 billion with no measurable quality loss. How m51 Lab did it, and why it demonstrates the technical depth our clients rely on.

April 202610 min

m51 Lab Research

We fine-tuned an open-source AI to write SEO audits - and tested it against Claude Sonnet

805 training examples. 1 epoch. From 13% to 50% win rate. But we still chose to keep Claude Opus in production.

April 202620 min

GEO Series, Part 2

Can Norwegian-trained AI models compete with GPT and Gemini?

We tested our own open-source models against the commercial giants. The results surprised us.

April 202615 min

AI Lab

Smaller model, better results: How we built NorskGemma4-31B

83.6% on NorEval, the highest published score for a Norwegian model.

April 202610 min

GEO Series, Part 1

How well does AI know the Norwegian market?

We tested the three best models. No internet, no tools. Here are the results.

April 202612 min

AI Lab

How we built Norway's best open-source AI

m51Lab-NorskMistral-119B outperforms all published models on 7 out of 8 tasks in NorEval.

April 202610 min

m51 Platform

Security in M51 AI OS: How we protect your customer data

Row-Level Security, two-factor authentication, rate-limiting, and continuous auditing. The concrete measures that keep your multi-tenant data safe.

April 202610 min

Blind Test

Which AI creates the best marketing images?

Five models. Ten tasks. Vote for your favorites without knowing who made them.

April 2026Interactive

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