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Why Do Better Norge · Plain-language explainer

Why our tools give different answers than ChatGPT

ChatGPT and Gemini are brilliant general assistants. But when your child welfare case depends on the exact wording of barnevernsloven § 4-4, "generally correct" is not enough.

220K+ legal passages indexed
1,731 tribunal decisions
23 ECHR judgments vs Norway
NO Norwegian law only
Split composition: left side shows a person at a laptop with a vague "Maybe?" AI response; right side shows the same person at a clean Nordic desk with precise law citations glowing in gold.

The core difference

Memory versus the library.

General AI answers from memory. Our tools look it up first — every time.

Two-path comparison: General AI searches its memory and may cite laws that don't exist; Do Better Norge searches 220,000+ verified Norwegian legal passages, reranks results, and cites the real passages found

The difference is not speed or style. The difference is whether the answer is grounded in Norwegian law or not.

How it works in plain English

Three ideas that explain everything.

📚

The Librarian

Imagine asking a question and instead of the AI guessing from memory, a librarian runs to the shelves, pulls 10 books, finds the exact paragraphs — then reads them to you. That is what RAG means. Our tools do this with 220,000 Norwegian legal passages, every single time.

RAG — Retrieval Augmented Generation
🔍

Two ways to find a book

One approach finds exact words — searching for "§ 4-4 barnevernsloven" will locate that exact paragraph. The other finds meaning — if you describe your situation without knowing the law's name, it still finds it. We use both at the same time, then combine the results.

BM25 keyword search + semantic vector search
⚖️

The Second Opinion

After finding 30 candidate passages, a second AI reviews them and puts the most relevant ones first — the way a senior lawyer might sort through a pile of case files and pull out the three that actually matter to your situation.

Reranker — relevance scoring pass
A warm Nordic library interior where a librarian reaches for a glowing book on a precise shelf, while shadowy figures fumble with random piles of books in the background.

The connected law

Norwegian law is a web, not a list.

ChatGPT doesn't know which Norwegian laws connect to which ECHR articles in your specific type of case. Our corpus is built to follow those links.

Norwegian law knowledge graph showing how your question connects through barnevernsloven § 4-4, barneloven § 30 and § 34, ECHR Article 8, 23 ECHR judgments vs Norway, and Bufdir guidance — all grounding your final answer

Your answer draws on all of these — statute, case law, international convention, guidance — linked and cross-referenced.

Real examples

The same question. Very different answers.

Here is what happens when you ask a child-welfare question to a general AI versus our tools.

Your question General AI answers Do Better Norge answers
"Can Barnevernet take my child without warning?" Generic description of child protective services. May reference Swedish, UK or US procedures. No specific statute. No citation you can verify. Cites barnevernsloven § 4-2 (duty to investigate), § 4-6 (immediate removal conditions), ECHR Art. 8 proportionality test — with passage numbers from the corpus.
"How do I appeal a care order?" Describes a general appeals process. Mentions "the relevant authority" without naming it. Timeline may be wrong for Norway. Cites barnevernsloven § 7-2 (tribunal proceedings), tvisteloven, Statsforvalter complaint deadline — with direct source links.
"What does Article 8 mean for my case?" Explains ECHR Article 8 in general terms. No mention of the specific Norway judgments. No connection to barnevernsloven. Cites the 4 ECHR vs Norway judgments most relevant to family reunification, cross-referenced to barnevernsloven and Bufdir guidance — in plain Norwegian and your language.

These are not hypothetical differences. They are what users encounter every day.

Two browser windows on a desk: the left shows a vague, uncited AI chat response; the right shows a precise legal tool answer with numbered citations glowing in navy and gold.

Trained for Norway

Not a general AI. A Norwegian law AI.

Fine-tuned model

dbn-legal-agent

Our AI assistant was not just given access to legal documents. It was trained on Norwegian child welfare law specifically — barnevernsloven, barneloven, ECHR Article 8 case law — so it understands Norwegian legal reasoning, not just Norwegian words. A general LLM guesses at legal meaning. Ours was built for it.

QLoRA barnevernsloven barneloven ECHR Art. 8 220K passages Norwegian bokmål
QLoRA fine-tune method
220K+ child welfare corpus
23 ECHR Art. 8 case law
bokmål Norwegian bokmål
Abstract illustration: a neural network converges from broad diffuse light on the left to a sharp focused point surrounded by Norwegian legal symbols on the right.

Your privacy

Your case details never leave our servers.

Your case details never leave our servers.

Unlike ChatGPT or Gemini, our tools run on infrastructure we control. Your case details are never sent to OpenAI, Google, or any third-party AI company. Your conversations are never used to train any model. What you share with us stays with us.

No OpenAI No Google GDPR compliant Servers in EU Zero training data from users

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