The next frontiers in AI beyond scaling
The era of making models bigger is ending. Five paradigms are replacing brute-force scaling: hybrid architectures, inference-time reasoning, world models, self-improvement loops, and hardware co-design. What each means for AI in regulated industries.
Bilingual Belgian tax law: why NL/FR is a prerequisite, not a feature
Federal law is published in Dutch and French. Regional codes exist in one language only. Rulings follow the language of the procedure. A monolingual AI tool misses half the corpus.
Harvey, Blue J, Legora: what we can learn from the big players in legal AI
$8 billion. $1.8 billion. $133 million. The world's best-funded legal AI companies are proving the model works. They're also proving what it can't do for Belgian tax.
AI adoption in legal professions: where we stand in 2026
79% of legal professionals now use AI. Tax firms tripled adoption in one year. The story is in the widening gap between strategic adopters and everyone else.
Why Belgium is the perfect market for specialized tax AI
Harvey raised $760M. Blue J raised $133M. Neither can answer a question about erfbelasting in Brussels. Here's why that creates an opportunity.
How we handle contradictory sources, and why most AI tools don't
When Belgian tax sources disagree, the worst thing an AI tool can do is pick one and act confident. Here's what honest uncertainty looks like.
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.
AI and professional liability: what happens when the answer is wrong?
When AI-assisted tax research leads to wrong advice, Belgian law is clear: the professional pays. That is the strongest argument for using transparent AI rather than avoiding 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.