Fourth Quarter 2024 Market Insights
December 31, 2024
The ability to reason using all the knowledge in the world on any given subject and more accurately distill that into outcomes and new understandings will accelerate and advance scientific discovery. It will make humans happier, healthier, and more successful. It will improve everything we humans try to accomplish (2).
There are also exceedingly complex processes in play that extend past labor efficiency gains. Consider the engineering challenge of launching a full size rocket then returning it to the launchpad for reusage. SpaceX did just that in 2024. The event was both awe-inspiring and enlightening. Within that singular achievement we see numerous advanced AI touchpoints at work: the graphics used to both model and monitor the rocket, the testing process for the volatile fuel mixtures, the design composition of heat resistant padding, and even the remotely controlled pneumatic ailerons of a 233-foot cylinder of metal with micro-second adjustments. Enhanced computing speed coupled with robust data access and imperceptible latency were all common denominators in the success of returning a multi-ton booster section back to its point of departure for the first time in history.
Furthermore, 34% of patients were reported as disease-free (4). “Many of these patients who stopped responding to standard treatments would have otherwise died within a year, and now a good proportion are still alive past two years, and some past four years,” shared Dr. Christopher Melani of the National Cancer Institute, who co-led the study. Generative AI’s role is, in part, to mine unstructured data (which makes up some 80% of all healthcare data) and to enable users to gather insights at scale using it to generate new and improved modalities.

The U.S. debt level is concerning but be reminded inflation is global, and often unfairly impactful. As evidence, we have been tracking a project called NEOM, which is a futuristic city currently under construction in Saudi Arabia. The original $500 billion budget (being paid from Saudi oil revenues) included over 7 billion square feet of floor space, a planned ski resort, desalinization plants, 170-kilometer-high speed rail, and the tallest strand of linked buildings in the world at 1,640 feet above the scorching sands. With hundreds of billions of dollars already expended, the Saudi Crown Prince is now staring at a $2 trillion money pit. Leadership turnover, engineering and financial setbacks, and the hostility of the Saudi desert have all conspired to deliver a dose of project sanity. Yes, we’ve benefited from the Saudi project with consumption of filtration, copper, steel, electrification, air conditioning, machinery, etc. However, looking at this from a resource expenditure perspective, NEOM is a striking reminder that rising costs are not wholly reliant on U.S. consumers, nor are they solely under our ability to control.
2 Elmasry, Tarek. “Direct from Michael Dell: Leadership Lessons and the Future of Ai.” McKinsey & Company, McKinsey & Company, 16 Sept. 2024, www.mckinsey.com/capabilities/mckinsey-digital/our-insights/direct- from-michael-dell-leadership-lessons-and-the-future-of-ai.
3 “Federal Reserve.” Federal Reserve Board – Home, www.federalreserve.gov/. Accessed 31 Dec. 2024.
4 Melani, Christopher. “Combination Targeted Treatment Produces Lasting Remissions in People with Resistant Aggressive B-Cell Lymphoma.” National Institutes of Health, U.S. Department of Health and Human Services, 20 June 2024, www.nih.gov/news-events/news-releases/combination-targeted-treatment-produces-lasting-remissions-people-resistant-aggressive-b-cell-lymphoma.
5 Rosenbush, Steven. “Companies Look Past Chatbots for AI Payoff.” The Wall Street Journal, 23 Oct. 2024, www.wsj.com/articles/companies-look-past-chatbots-for-ai-payoff-c63f5301.
6 Seib, Gerald. “Will Debt Sink the American Empire?” The Wall Street Journal, 21 June 2024, www.wsj.com/politics/policy/will-debt-sink-the-american-empire-8459096b.