Editorial companion

What stands out

Business Insider ran a sponsored demo with Dell Technologies and NVIDIA showing a simple idea: owning your Artificial Intelligence (AI) means smaller models trained on your data and your stack, and that can cut token costs while improving outcomes. Dell frames this as better Return on Investment (ROI) through integrated infrastructure and higher utilization, while NVIDIA supplies the compute that makes bespoke agents possible. The point matters because it moves the debate from abstract model risk to hard corporate economics, and even CNBC clips this week of Jensen Huang pushing back on AI alarmism remind you the industry is doubling down on scale and speed.