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Budgets, unit economics and the P&L side of AI. AI Business coverage from Fathom Tech.

One AI Output Is an Example, Not an Evaluation
AI Business

Why One Good AI Answer Isn't Proof of Anything

A single successful output from an AI system reveals almost nothing about how it will perform in the real world. Rigorous evaluation requires multiple test inputs, repeated runs, and statistical analysis.

·9 min read

OpenAI aligns safety practices with EU AI Act’s GPAI Code
AI Business

OpenAI Maps Safety Framework to EU AI Act Requirements as Enforcement Looms

OpenAI has detailed how its existing safety and transparency practices align with the EU's General-Purpose AI Code of Practice ahead of regulatory enforcement. The company points to pre-release testing, published system cards, and red-teaming efforts as evidence of compliance.

·4 min read

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