Satya Nadella unveils a new developer machine and a pivot toward local, always-on AI processing, fundamentally changing the laptop landscape.

The new, miniature Surface RTX Spark Dev Box sets a high bar for local AI performance, signaling a major shift in the developer hardware landscape.

The new Surface RTX Spark aims to shift AI development costs from unpredictable per-token cloud bills to predictable, fixed hardware investments.