In this issue, we dig into the question of how AI affects expertise and skills: how AI affects mastering a complex field like coding, preserving human expertise in the age of AI, and a conversation with Matt Beane about his book, The Skill Code.
AI's impact on skill development: Balancing productivity gains with long-term expertise. Explore how AI changes apprenticeships, challenges traditional learning, and affects industries. Learn strategies to integrate AI while preserving crucial human skills and mentorship.
A conversation with UC Santa Barbara Assistant Professor Matt Beane about his book "The Skill Code: How to Save Human Ability in an Age of Intelligent Machines."
Making decisions with data requires some form of communication with data. But how do we communicate with numbers and characters and binary bits? The best way today is through data visualization.
Visualizing data has come a long way since the early days of hand-drawn charts and graphs. Starting with the desktop publishing revolution of the 1980s through to the current world of data viz tools in the cloud, anyone can create a graphical representation of data. While in many ways this democratization of data visualization is a good thing, it also means we're awash with charts and graphs, many of which unintentionally don't tell the story intended. Some intentionally mislead.
Visualizing data well is more complex than you might think and that's why we reached out to a true expert in the field, Mollie Pettit, to talk about how she approaches visualization. In particular, we were interested in some of the more complex issues like how to visualize confidence in data.
Dave Edwards is a Co-Founder of Artificiality. He previously co-founded Intelligentsia.ai (acquired by Atlantic Media) and worked at Apple, CRV, Macromedia, Morgan Stanley, and Quartz.
Helen Edwards is a Co-Founder of Artificiality. She previously co-founded Intelligentsia.ai (acquired by Atlantic Media) and worked at Meridian Energy, Pacific Gas & Electric, Quartz, and Transpower.