arXiv:2608.08253 · preprint · cs.AI
The revised preprint studies governed local-first memory and distinguishes implementation from verified effectiveness. Component evidence is protocol-scoped; current package behavior requires separate checks.
Our summary of the paper. The full abstract is on arXiv. Preprint, not peer reviewed.
@misc{bhardwaj2026slmv4,
title = {SuperLocalMemory 4.0: The Governed Memory Operating System for AI Agents},
author = {Varun Pratap Bhardwaj and Garima Singh and Arun Pratap Bhardwaj},
year = {2026},
eprint = {2608.08253},
archivePrefix= {arXiv},
primaryClass = {cs.AI},
url = {https://arxiv.org/abs/2608.08253}
}Keep reading
arXiv:2604.04514 · Apr 6, 2026
Seven retrieval channels and zero LLM calls in the hot path; 70.4% on LoCoMo in zero-LLM mode
arXiv:2603.14588 · Mar 15, 2026
75% LoCoMo accuracy without cloud calls, from a four-channel retrieval architecture
arXiv:2603.02240 · Feb 17, 2026
Shared memory is an attack surface — Bayesian trust scoring that degrades a poisoned writer instead of trusting it