The inference bill is coming due
Training got the headlines. Running models at scale is where the money now goes, and most enterprise budgets were never built for it.
Banks and insurers want systems they can audit line by line. That changes which models get bought.
Interviews"The model was fine. Our permissions were not." What one security team learned the hard way.
InfrastructureUtilities are quietly deciding where the next wave of AI capacity can go.
Training got the headlines. Running models at scale is where the money now goes, and most enterprise budgets were never built for it.
Native partner content, clearly labelled, designed to match the page.
AnalysisThe fight for the layer between models and business software has started.
PolicyWhat regulators will ask for, and who is getting ready to sell it.
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Draft rules focus on documentation, audit rights and exit clauses.
Four tests any team can run before trusting a RAG system with real customers.
If the models are converging, the advantage moves to data, distribution and trust.
Why the next budget cycle rewards fewer, bigger bets.

