A quick update that did not make it into the locked application: the open memory server and free API are seeing real adoption, roughly 300 active users now and growing, all developer-led and unpaid. If it is useful for evaluation, the live 3D memory graph is at graph.mnemoverse.com and the code is at github.com/mnemoverse/mcp-memory-server. Happy to answer any questions here.
Edward Izgorodin
@edizgorodin
Software engineer and mathematician building honest, geometric long-term memory for AI agents. Author of SLoD (arXiv:2603.08965).
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About Me
Twenty years shipping production systems, with formal training in mathematics. A few years ago the AI memory problem caught me and I chased it properly, in the open: I published the theory (SLoD), built the engine largely alone, and audited and corrected my own benchmark rather than inflating it. I would rather be right than look right, which is exactly the discipline a memory and evaluation problem needs.
I work from Madeira, Portugal, with my co-founder Olga.
Projects
Honest evals and provenance for AI-agent memory
pending admin approval