74.8% on the AI Memory Benchmark — No Cloud, No GPU

Welcome to Superlocal Memory V3, the first AI memory system where the mathematics is the intelligence. We're setting a new standard for local-first AI memory [music] with a 74.8% score on Loco Mo in zero cloud mode and 87.7% [music] in full power mode. Your data always stays on your device. Every session currently feels like a blank slate. Whether you open Claude code or cursor, the AI forgets the project [music] context from yesterday. The real problem isn't the model. It's a memory architecture problem. 100% of context [music] is lost between sessions. Existing cloud memory systems like Mem Zero and Zep route [music] context through external servers, introducing 100 to 500 milliseconds of latency per recall. Furthermore, cloud memory raises concerns [music] about privacy, compliance, and cost, especially with the upcoming EU AI Act. We applied mathematics, not more heuristics, replacing [music] common cosine similarity with three techniques from established theory. These include Fisher Rao geodesic distance [music] for accurate, confidence-weighted retrieval, sheaf cohomology for global contradiction detection, >> [music] >> and Riemannian Langevin dynamics for self-organizing memory. Superlocal memory offers three [music] modes. Mode A, local guardian, is EU AI Act compliant by architecture. Mode [music] B, smart local, adds a local LLM while remaining fully private. Mode C, full power, utilizes a cloud LLM for maximum accuracy. You choose the balance and can switch anytime [music] without losing your memories. Superlocal memory works with your entire AI toolkit. It acts as one memory layer for every tool, [music] adding persistent context to all your existing AI coding environments. We support 17+ integrations across code editors, AI assistants, and CLI tools. In a head-to-head comparison, SLMV3 mode A offers a strong LocoMode score of 74.8% [music] with no cloud required and data stored on your device. It is fully EU AI Act compliant by architecture, >> [music] >> offers full offline support, and is open source with an MIT license costing $0. Get started in 60 seconds with one command and zero infrastructure. >> [music] >> Simply install, connect, and remember your context. We are proud to have over [music] 1,400 tests passing, support 17 plus tools, are available under an MIT license, [music] and require zero accounts. The EU AI Act is built [music] in, not bolted on. For data governance, SLM mode A ensures zero transit, [music] meaning data never leaves your device. For GDPR's right to erasure, a simple SLM forget [music] command provides immediate erasure without chasing cloud logs. >> [music] >> Developers are using super local memory for diverse applications. A solo developer uses mode A to ensure their AI knows their project's conventions. [music] An enterprise team achieved rapid legal review with mode A compliance. An AI researcher achieved a 60.4% LocoMode score in mode A without any LLM. Our philosophy is that the math is the contribution, and our product proves it works. >> [music] >> The mathematical techniques used, like Fisher Rao scoring and sheaf cohomology, are open source under MIT, improving retrieval and consistency >> [music] >> in any memory system. Find the details in our paper. Start building better memory today. Install [music] now with npm install -g super local memory or read the paper. Find our code on GitHub, packages on npm and pipi, >> [music] >> all free under the MIT license.

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