Humanity’s Last Invention — Richard Socher of Recursive
· Source: Latent Space
Richard Socher, the founder of You.com and AIX Ventures, has recently launched Recursive, a company that brings together leading researchers in open‑endedness and self‑improving agents. The firm secured a seed round of $4.65 billion and is focused on building what it calls the “Eureka Machine,” a superintelligence that can optimize its own invention process. According to Socher, this technology could accelerate AI research and, in the long term, tackle complex problems in fields such as science, energy, materials, and biology.
In an interview with Latent Space, Socher outlined early results from Recursive, including a research system that outperformed humans and its own agents on optimization tasks in under two days, and an automatic improvement of NVIDIA GPU kernels without CUDA experts. The entrepreneur also suggested that research projects that now require thousands of people and years could be reduced to weeks through recursive AI self‑improvement.
This news is significant because it signals that the next phase of AI development could transform the speed and efficiency of scientific research, potentially shortening innovation cycles and enabling solutions to critical global challenges. It also illustrates how large‑scale funding is driving projects aimed at creating systems capable of improving their own design.
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