A New York startup called Flourish just pulled in $500 million at a $2.5 billion valuation, with Jeff Bezos writing one of the biggest checks. The company’s pitch: stop trying to approximate how the brain works and start actually studying it.

Flourish is building what it calls Cortex AI, a system designed to emulate brain function by mapping real neurons and their connections, a field known as connectomics. The round closed around June 4, 2026, and included backing from Lux Capital, GV (Alphabet’s venture arm), and Catalio Capital. Bezos initially committed roughly $50 million but nearly doubled his stake after other high-profile investors piled in.

What Flourish is actually building

Cortex AI aims to operate in a range of 20 to 50 watts. For context, that’s roughly the power draw of a laptop, not a server rack. If the company delivers on that target, it would represent an order-of-magnitude improvement over conventional AI hardware.

The company doesn’t have a commercial product yet. This is a research lab, not a SaaS company. The $2.5 billion valuation, with the potential to stretch to $3.5 billion, is built entirely on founder pedigree and investor conviction that neuroscience-driven AI represents the next paradigm shift.