A discussion on X about AI capital expenditure focuses on Physical AI's need for spatial data infrastructure and JPMorgan's analysis of memory market sustainability. Vangrid is building a decentralized spatial data layer using crowdsourced real-world captures to support autonomous systems, while JPM expects robust hyperscaler investment in memory through at least FY28, with HBM remaining critical despite de-speccing pressures.