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#transparency

3 posts

Why we publish our accuracy, and why almost nobody else does

Accuracy claims without published metrics are marketing. Here's what it takes to measure legal AI honestly, and why the industry avoids it.

Behind the scenes: how a law change flows through a legal AI system

When Belgium's programme law amends 47 provisions overnight, what happens inside the AI tool you rely on? A transparent look at the ingestion pipeline.

ingestion pipeline legal AI data quality transparency Belgian tax law

Why transparency matters more than accuracy in legal AI

The AI industry obsesses over accuracy benchmarks. For tax professionals, verifiability is the metric that actually protects you.