Qualcomm reports Q2 revenue down 3% YoY to $10.6B and says a top hyperscaler is on track to begin using its chips later this year; QCOM jumps 7%+ after hours (Ian King/Bloomberg)

Major cloud and AI infrastructure providers are experiencing strong momentum with massive capital expenditure plans—Big Tech is collectively investing ~$710B in AI infrastructure in 2026, signaling a fundamental shift in where computing resources and competitive advantage will be concentrated. For IT organizations, this represents both a challenge (compute constraints are real even at hyperscaler scale) and an opportunity (cloud providers are racing to deliver AI capabilities, creating new tools and services for enterprise adoption). Qualcomm's announcement of a major hyperscaler partnership later this year suggests hardware diversification is accelerating, which could reshape chip supply chains and data center architectures that IT leaders depend on.