Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
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Canonical route: /signal-canvas/hierarchical-memory-orchestration-for-personalized-persistent-agents
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Canonical ID hierarchical-memory-orchestration-for-personalized-persistent-agents | Route /signal-canvas/hierarchical-memory-orchestration-for-personalized-persistent-agents
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/hierarchical-memory-orchestration-for-personalized-persistent-agentsMCP example
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"query_text": "Summarize Hierarchical Memory Orchestration for Personalized Persistent Agents"
}
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}Claims: 8
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Hierarchical Memory Orchestration for Personalized Persistent Agents
PDF: https://arxiv.org/pdf/2604.01670v1
Source count: Pending verification
Coverage: 33%
Last proof check: 2026-04-03T20:50:40.820Z
Signal Canvas receipt window
/buildability/hierarchical-memory-orchestration-for-personalized-persistent-agents
Subject: Hierarchical Memory Orchestration for Personalized Persistent Agents
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Preparing verified analysis
Dimensions overall score 8.0
No public code linked for this paper yet.
propose Hierarchical Memory Orchestration (HMO), a framework that organizes interaction history into a three-tiered directory driven by user-centric contextual relevance.
Directly and explicitly stated in the abstract as the core method of the paper.
partial
Our system maintains a compact primary cache, coupling recent and pivotal memories with an evolving user profile to ensure agent reasoning remains aligned with individual behavioral traits.
Explicitly described in the abstract as a key component of the method.
partial
Crucially, the user persona dictates memory redistribution across this hierarchy, promoting records mapped to long-term patterns toward more active tiers while relegating less relevant information.
Directly stated in the abstract as a crucial mechanism of the proposed framework.
partial
Evaluations on multiple benchmarks achieve state-of-the-art performance.
Directly stated in the abstract as an evaluation result, though specific benchmarks and metrics are not provided in the given text.
partial
Real-world deployments in ecosystems like OpenClaw demonstrate that HMO significantly enhances agent fluidity and personalization.
Directly stated as a deployment result, but the term 'significantly enhances' implies a positive outcome without specific quantitative metrics provided in the given text.
partial
Naive storage expansion increases retrieval noise and computational latency, overwhelming the reasoning capacity of models deployed on constrained personal devices.
Presented in the abstract as a stated problem that motivates the research, presented as a generally accepted limitation of existing approaches.
partial
the accumulation of extensive interaction data often leads to performance bottlenecks.
Explicitly stated in the abstract as the core problem being addressed.
partial
This targeted orchestration surfaces historical knowledge precisely when needed while maintaining a lean and efficient active search space.
Directly stated in the abstract as a claimed benefit/outcome of the method, though it is presented as an assertion rather than a measured result in the provided text.
partial
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Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/hierarchical-memory-orchestration-for-personalized-persistent-agents
Paper ref
hierarchical-memory-orchestration-for-personalized-persistent-agents
arXiv id
2604.01670
Generated at
2026-04-03T20:50:40.820Z
Evidence freshness
stale
Last verification
2026-04-03T20:50:40.820Z
Sources
0
References
0
Coverage
33%
Lineage hash
6a8b99f0e1aca08e0961881f851f8ede04dc202dc1be771df1930e6ffa1d5468
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Verification pending / evidence receipt incomplete
repo_url
references