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The Way Ahead interview team spoke with Armstrong on a number of topics, including his personal experiences, the history of Williams and the midstream oil and gas industry, as well as his advice to young professionals. The AI revolution in the market for consumer goods by companies like Amazon and Alibaba led to significant changes in the market dynamics. Similar impacts can be expected in the midstream industry as the AI revolution unfolds there. CCUS is an interdisciplinary research field and its broad scope means that CCUS offers numerous opportunities for science and engineering graduates, including petroleum engineers. What is pipeline integrity management and what are the crucial components of a well-rounded integrity management system?