The week of January 12–18, 2026 exposed the forces reshaping AI—and they're not what you might expect.

Google is seriously exploring data centers in space. Hyperscalers are hiring energy experts faster than ML researchers. DeepSeek introduced architecture that separates memory from reasoning (finally). And "vibe coding" went from meme to methodology with real tools backing it up.

Meanwhile, the regulatory landscape is fragmenting: federal preemption efforts are colliding with state AI laws that just took effect, while the EU marches toward August deadlines with €35 million penalties.

This episode breaks down what actually matters for IT leaders: the physical constraints that will shape AI deployment, the architectural innovations worth watching, and the compliance realities you can't ignore.

The experimental phase is ending. The constraints are real. Here's what you need to know.