Show HN: SuperLocalMemory 4.0 "Governed Memory Operating System for AI Agents"
A reliability spine governs the primary write path: generation-fenced admission, verifiable memory transactions with per-projection apply, verify, compensate and erase owners, and hash-checkable completion manifests. Eleven fault-injection scenarios, each repeated 200 times, upheld 2,199 of 2,200 scoped component properties. Ten mechanisms here were implemented, reachable on a live call path, and ineffective at their final connection.
- ▪A reliability spine governs the primary write path: generation-fenced admission, verifiable memory transactions with per-projection apply, verify, compensate and erase owners, and hash-checkable completion manifests.
- ▪Eleven fault-injection scenarios, each repeated 200 times, upheld 2,199 of 2,200 scoped component properties.
- ▪Ten mechanisms here were implemented, reachable on a live call path, and ineffective at their final connection.
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | arXiv.org |
| Canonical URL | https://arxiv.org/abs/2608.08253 |
| Publication time | Sun, 04 Oct 2026 03:57:16 +0000 |
| Retrieval time | 2026-10-04T04:09:46.320Z |
| Last seen | 2026-10-04T04:09:46.320Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | RAcYC9O6WyI5 · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Computer Science > Artificial Intelligence arXiv:2608.08253 (cs) [Submitted on 8 Aug 2026 (v1), last revised 25 Aug 2026 (this version, v2)] Title:SuperLocalMemory 4.0: The Governed Memory Operating System for AI Agents Authors:Varun Pratap Bhardwaj, Garima Singh, Arun Pratap Bhardwaj View a PDF of the paper titled SuperLocalMemory 4.0: The Governed Memory Operating System for AI Agents, by Varun Pratap Bhardwaj and 2 other authors View PDF HTML (experimental) Abstract:We present SuperLocalMemory 4.0, a governed, local-first memory operating system for AI agents, unifying multi-channel retrieval under reciprocal-rank fusion, bi-temporal recall, multi-scope isolation, role-based access, verified erasure, and a hash-chained audit trail.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at arXiv.org.
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