Benedict Evans: AI eats the world (Spring 26) [pdf] (static1.squarespace.com)

In a pivotal analysis titled "AI Eats the World," Benedict Evans forecasts significant transformations driven by generative AI, suggesting that we're experiencing a major platform shift akin to past milestones like the advent of PCs and smartphones. This shift is marked by an unprecedented surge in capital investment — with projections estimating over $700 billion in spending by major tech firms in 2026 alone, primarily targeted at meeting explosive Chip demand due to AI advancements. Evan's insights emphasize the current bottleneck in AI deployment, as companies struggle to scale infrastructure swiftly to match soaring demand, creating a misalignment between usage growth and efficiency gains. The report highlights the broader implications for the AI/ML community, noting that established players are racing against time to navigate this investment cycle and exploit potential market opportunities. Importantly, Evans argues that while generative AI can act as a transformative utility, similar to electricity, its commoditization poses challenges for companies trying to capture value beyond mere infrastructure provision. As companies, including OpenAI, plan massive expansions in capacity, the emphasis will be on developing innovative applications that effectively leverage these models. The ongoing equilibrium between supply-demand dynamics will ultimately shape the future of AI deployment and its integration into everyday technologies.