Graphon raises $35M Series A to fix AI agents' amnesia with graph-based memory

_akhaliq · x · 2026-11-11

Graphon, founded by veterans of NASA JPL, DeepMind, Meta and NVIDIA, raised a $35M Series A six months after its seed to solve AI agent 'amnesia.' Using the graphon mathematical framework, it maps documents and media into a connected fabric rather than isolated snippets, claiming #1 on ATM-Bench, 94% on LoCoMo, and 84% on DolphinBench at 10x lower cost, targeting developers plus industrial, finance, and healthcare enterprises.

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