Adventures of The OG Quant

Introduction

Dean LeBaron’s name may not be familiar to many readers, especially those who only began their careers in the 21st century. But all of us should know who he is. Before there was even a term for it, Dean was the first truly successful quant. A legendary polymath, investor, and inventor, he has been a dear friend and mentor to me for almost a half-century. When he sent me his mini-memoir some time ago, I knew it deserved a wider audience.

So, who is Dean LeBaron? He founded Batterymarch Financial Management, a Boston-based asset management firm, in 1969. By the mid-1980s, Batterymarch had grown to only about 40 employees but had reached $40 billion in assets, or 2.5% of the total U.S. market capitalization. To put that in perspective, an equivalent active manager today would need an AUM of $1.4 trillion.

Based on rules he and his team developed, Dean was among the first asset managers to use computers for stock selection and trading. He ran some of the first institutional index funds (for AT&T, for example), four years before Jack Bogle launched the Vanguard 500.1 In the late 1980s, Dean was an early explorer of investing institutional assets in the Soviet Union and China. He traveled across the Soviet Union carrying a personal letter from Mikhail Gorbachev that instructed anyone he met to give him whatever he needed—transportation, lodging, meetings with top officials, etc.

Dean is also a lifelong technology junkie. Boston Magazine profiled him in the 1980s and couldn’t get over the fact that he had his driveway wired with heating coils so that after a blizzard, he could just flip a switch and have the snow melt away, no shovel or snowplow required. His home on Florida’s Gulf Coast has a home office mounted onto an elevator that lifts the entire office 60 feet in the air, so he can look over the treetops in all directions as he works. Last year, the home took a glancing blow from Hurricane Helene and a direct hit from Hurricane Milton. With video cameras installed on all his houses, he watched the fury of both storms from the comfort of his Boston home and shared the footage with friends. It’s no surprise that he built the house tough enough to weather a category 4 hurricane with only superficial damage.

Dean still enjoys testing the latest innovations. He used artificial intelligence (AI) to create the accompanying graphic art, which visualizes his current market outlook. In vintage Dean LeBaron form, he conveys confident optimism in the face of threats that, while ominous, cannot stop him.

At 91, he also embodies joie de vivre. After sharing his reflections on a life well-lived with some close friends, Dean granted me permission to share the following with a larger circle of friends. Enjoy!