Neuroscience, Mental Health, Emotional Intelligence, Leadership, Change Management, Resilience
Jacobstein covers the possibilities and transformations brought on by autonomous cars in everyday life. Reviewing both the technology that makes these vehicles possible as well as the implications of driverless cars, Jacobstein acknowledges that the technology is currently imperfect, but makes the case for a world in which millions of lives are eventually saved by AI powered vehicles. Plus, he discusses the implications of new AI voice interfaces, "driver assist systems" and autonomous vehicles for other aspects of our lives, including: our use of commuting time, optional car ownership, altered insurance policies, reduced demand for parking, changes in city planning and real estate values, reduced pollution, and the increased production of autonomous electric car taxi fleets. This is a powerful, evidence-based look at an emerging and challenging technology that will eventually become ubiquitous.
Machine Learning, Ethics and AI, Ethics, Regulation and Policy
Jacobstein draws on the machine learning foundations and breakthroughs of large language models. He describes how they work and the relationship between model size, training, and performance. He describes current applications and achievements, for example ChatGPT capturing the largest number of technology product users in the shortest window of time, and ChatGPT 3.5 passing medical, law, and MBA exams. Neil discusses the significance of Microsoft's Co-Pilot writing 40-50% of user's Python code, and the associated need to scrub errors in the code. Large language models can generate wild new artistic images, and coherent new articles on almost any subject, but they sometimes get facts wrong, or even make them up. What are we to make of these rapidly evolving and already capable systems? How will these systems be accelerated by advances in software, data modeling, and classical and quantum hardware systems? Neil explains that in spite of considerable potential for disruption, net impacts will mostly be positive. We humans have agency in creating breakthrough products and services, development guidelines and thoughtful regulations, writing safer code, monitoring for abuse, and holding ourselves and our technology products accountable for the results we produce.
GGC: Health, Public Health, Regulation and Policy, Autonomous Vehicles
Jacobstein has had over 50 large banks as customers. He provides a framework for thinking about what is driving the AI Revolution, and how it is affecting Fintech and global investment opportunities. He looks at what specific roles AI, including large language models like ChatGPT, can play in finance and the bottom-line value it can add. Drawing on case studies of companies already using this revolutionary technology, Jacobstein discusses the task areas where companies are using AI to deliver entirely new digital financial products and services. He also addresses the implications for new types of jobs, business disruption, ethics, and business plans to capture the benefits and reduce the risks of this rapidly evolving technology.
Uncertainty, Change Management, Future of Work, Mental Health, Physical Health
There is no doubt that AI will change health, wealth, and technical innovation in profoundly meaningful and positive ways. But these benefits won't come without a price: rapid changes in job displacement and new requirements, loss of privacy, amplification of misinformation and disinformation, and the need to handle effectively many new ethical questions. Here, Jacobstein addresses what AI means for trust, jobs, the way we define ourselves, the distribution of wealth, and our far too limited sense of what is possible. He provides vivid and compelling examples of AI applications utilized in the market today and on a 5 to 10 year horizon. He addresses specific and practical AI insights culled from a wide variety of industries and new applications. Jacobstein shares his expertise and passion for AI, highlighting how it can be combined with other emerging technologies to generate vast new wealth and potentially solve some of humanity's critical grand challenges. Finally, he facilitates an interactive dialog on the principles necessary to use this powerful technology responsibly and ethically, including near-term issues like privacy, bias, trust, and accountability, and longer-term issues including alignment with potential superintelligences. Jacobstein communicates the very real possibility of our creating happier, healthier, and more secure lives in the future.