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Applied AI·April 24, 2026·1 min read

The DOJ joins xAI in its legal challenge to a new Colorado law that seeks to prevent discrimination by AI tools in employment and other areas (Madlin Mekelburg/Bloomberg)

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When the DOJ lines up against a state AI discrimination law, AI governance becomes a federal preemption fight, not a compliance box-tick. Multistate employers should plan for a patchwork regime and design one core AI risk stack that can be dialed up or down by jurisdiction.

Applied AI

'That is why it is important to have full control': Dutch government launches its own self-hosted GitHub alternative in the latest blast against US tech giants such as Microsoft

Pushing an IPO target to 2027 while managing a multi‑year hyperscaler deal says one thing — OpenAI is optimizing for strategic flexibility and balance sheet firepower, not a quick liquidity event. If you're building on or against them, plan for a partner with public‑company discipline but private‑company risk appetite for at least the next 24–36 months.