Industry Newsinferencedata centersapeira capitalenergy resilience
AI Infrastructure Becomes Primary Competitive Advantage
|
7.1
Natalie Hwang, founding managing partner of Apeira Capital, says the AI industry's centre of gravity has shifted from model capability and venture funding to the economics of running intelligence at scale. She argues inference costs, energy, data-centre infrastructure and deployment efficiency now determine competitiveness, spotlighting regions with reliable power like the Middle East and urging prioritized infrastructure planning.
Scoring Rationale
Industry-wide relevance and practical framing justify a high score; reliance on a single interview limits empirical novelty.
Practice interview problems based on real data
1,500+ SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems
