The challenge we must overcome is that humans need work more than work needs us. - Andrew Yang

Let’s take the case of US law schools as an example. If you were to say to someone educated, “There are too many law schools producing too many lawyers in the US,” she would probably agree, in part because there have been dozens of articles over the past several years about the precipitous drop in positions at law firms and the many unemployed law school graduates.9 The general response to this problem is, “Well, people will figure it out and eventually stop applying to law school,” the suggestion being that the market will clear and self-correct if given enough time. On the surface it looks like this market magic is now happening. In 2013, law school applications are projected to be down to about 54,000 from a high of 98,700 in 2004.10 That’s a dramatic decrease of 45 percent. However, a closer look shows that the number of students who started law school in 2011 and are set to graduate in 2014 was 48,697, about 43,000 of whom will graduate, based on historical graduation rates.11 We’ll still be producing 36,000–43,000 newly minted law school grads a year, not far from the peak of 44,495 set in 2012, from now until the current entering class graduates in 2016. Meanwhile, in 2011, only 65.4 percent of law school graduates got jobs for which they needed to pass the bar exam, and estimates of the number of new legal jobs available run as low as 2,180 per year.12 Bloomberg Businessweek has projected a surplus of 176,000 unemployed or underemployed law school graduates by 2020.13 So even as applications plummet, there will not be dramatically fewer law school graduates produced in the coming several years, though it will have been easier to get in as acceptance rates rise due to the diminished applicant pool.14 We’ll still be producing many more lawyers than the market requires, but now they’ll be less talented. If anything, the situation is going to get worse before it gets better. Human capital markets don’t self-correct very quickly, if at all. At a minimum there’s a

I had several friends from law school who were very enterprising guys, much more so than the average law student. They each started businesses after practicing law at large firms for multiple years. What kind of businesses did they start? They started boutique law firms. This is completely unsurprising if you think about it. They’d spent years becoming good at delivering legal services. It was a field that they understood and could compete in. Their credentials translated too. People learn from what they’re doing and do it again on their own. It’s not just lawyers; the consulting firm Bain and Company was started by seven former partners and managers from the Boston Consulting Group. Myriad boutique investment banks and hedge funds have spun out of large financial organizations. You can see the same pattern in the startup world. After PayPal was acquired by eBay in 2002, its founders and employees went on to found or cofound LinkedIn (Reid Hoffman), YouTube (Steve Chen, Jawed Karim, and Chad Hurley), Yelp (Russel Simmons and Jeremy Stoppelman), Tesla Motors (Elon Musk), SpaceX (Musk again), Yammer (David Sacks), 500 Startups (Dave McClure), and many other companies. PayPal’s CEO, Peter Thiel, famously made a $500,000 investment in Facebook that grew to over $1 billion. In this sense, PayPal is one of the most prolific companies of recent times. But if you look at any successful growth company you’ll start to see their alumni show up doing parallel things. Former Apple employees founded or cofounded Android, Palm, Nest, and Handspring, companies that revolve around devices. Former Yahoo! employees founded Ycombinator, Cloudera, Hunch.com, AppNexus, Polyvore, and many other web-oriented companies. Organizations give rise to other organizations like themselves.

The ratio of CEO to worker pay rose from 20 to 1 in 1965 to 271 to 1 in 2016.