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Flourish raises $500M for neuroscience-inspired efficient AI

The young AI lab raised a large venture round to pursue energy-efficient systems informed by neuroscience and connectomics research.

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Flourish, an AI company founded in 2025 by Thomas Reardon and Rob Williams, raised $500 million in venture funding led by Lux Capital and GV, with participation from Catalio Capital Management and Jeff Bezos. The company is developing energy-efficient AI systems inspired by neuroscience and connectomics, the study of how neural connections are organized. Public technical details remain limited, so the round is best read as a major investor bet rather than proof of a new architecture's performance. Still, its size highlights growing appetite for approaches that could reduce the power and compute demands of conventional scaling. What to watch is whether Flourish releases credible benchmarks, research, or products showing that biologically inspired designs can compete on useful tasks while consuming materially less energy.

Key details: $500M venture funding, Founded in 2025, Thomas Reardon, Rob Williams, Lux Capital, GV, Jeff Bezos, Neuroscience and connectomics.

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