Astrum-HSAM’s maintainer claims the released no_std memory engine separates external evidence from agent-generated material, potentially reducing self-citation and provenance contamination in embedded or local agents.
state: expiredheat: lowuncertainty: highconvergesscott: mediumagent-memory local-inference memory-provenanceAstrum-HSAMvitaliyfedotovpro-art
What is this?
Astrum-HSAM is presented as a released `no_std` memory engine maintained by `vitaliyfedotovpro-art` for embedded or local LLM agents. Its maintainer claims it distinguishes external evidence from agent-generated material so an agent is less likely to cite its own prior output as independent evidence, preserving provenance and limiting memory contamination. The supplied search results establish that provenance and selective memory-writing are broader agent-memory concerns, but they do not independently document this repository, its implementation, or evidence that the claimed mitigation works.
Why it matters to Scott
Astrum-HSAM’s claimed source typing converges with Scott’s Provenance-Coupled Work and Cognitive Git architectures, especially his proof-of-read rule that only genuinely accessed external material may support citations. A working `no_std` implementation could extend those ideas into constrained local agents and inform his evidence-engine projects, but the repository and mitigation remain independently unverified, limiting this to an investigation opportunity rather than a validated advance.
ip:framework.provenance-coupled-workip:framework.cognitive-gitdev:concept.proof-of-read-citation-gatedev:project.dev-wikiradar:concept.agent-memoryradar:concept.agent-provenanceradar:agent-memory-self-state-attacksradar:concept.edge-agents
queries asked of Scott's wikis
- agent memory provenance and source typing
- separating retrieved evidence from agent-generated memory
- self-citation and recursive memory contamination
- no_std memory systems for embedded agents
- local agent memory integrity and audit trails
- trust boundaries for agent-written knowledge
Measured heat
no measured readings yet — the hourly heat pass fills this in
How the heat travelled
no chain yet — the hourly chain pass fills this in
Evidence (2) — ⭐ canonical anchor
Interpretation history
2026-09-06T15:26:40Z
The stale-window review adds no technical evidence beyond the original release claim; the repository echo remains testimony, not independent corroboration. With no implementation inspection, validation, or concrete follow-up expected, this investigation lead has faded rather than been disproved.
2026-09-04T14:33:35Z
No new implementation detail, testing, adoption, or independent corroboration has appeared; the case remains a relevant but unverified provenance-memory implementation rather than evidence of a working mitigation.
2026-09-04T14:31:59Z
grounded: converges/medium — Astrum-HSAM’s claimed source typing converges with Scott’s Provenance-Coupled Work and Cognitive Git architectures, especially his proof-of-read rule that only
2026-09-04T14:29:57Z
case created — The released implementation targets a concrete provenance failure in agent memory and is sufficiently distinct from general persistent-memory systems.
Decision trace
- 09-07 01:26expireThe stale-window review adds no technical evidence beyond the original release claim; the repository echo remains testimony, not independent corroboration. With no implementation inspection, validatio
- 09-07 01:26alert_silentThere is no new consequential delta or time-sensitive decision for Scott. Renewed attention would require inspectable implementation details, a provenance-contamination test, or independent use—not th
- 09-07 01:26alert_routeThere is no new consequential delta or time-sensitive decision for Scott. Renewed attention would require inspectable implementation details, a provenance-contamination test, or independent use—not th
- 09-05 00:33repriceNo new implementation detail, testing, adoption, or independent corroboration has appeared; the case remains a relevant but unverified provenance-memory implementation rather than evidence of a workin
- 09-05 00:33alert_silentThis reobservation adds no consequential delta beyond the already-known repository release, so it can wait for independent validation or technical evidence.
- 09-05 00:33alert_routeThis reobservation adds no consequential delta beyond the already-known repository release, so it can wait for independent validation or technical evidence.
- 09-05 00:32alert_silentA repository appears to have been released with source typing and no_std support directly relevant to Scott’s provenance architecture, but the supplied evidence contains no implementation details, tes
- 09-05 00:32surface_candidateA repository appears to have been released with source typing and no_std support directly relevant to Scott’s provenance architecture, but the supplied evidence contains no implementation details, tes
- 09-05 00:32alert_routeA repository appears to have been released with source typing and no_std support directly relevant to Scott’s provenance architecture, but the supplied evidence contains no implementation details, tes
- 09-05 00:31groundAstrum-HSAM’s claimed source typing converges with Scott’s Provenance-Coupled Work and Cognitive Git architectures, especially his proof-of-read rule that only genuinely accessed external material may
- 09-05 00:29createThe released implementation targets a concrete provenance failure in agent memory and is sufficiently distinct from general persistent-memory systems.