ADEMA: A Knowledge-State Orchestration Architecture for Long-Horizon Knowledge Synthesis with LLMAgents explores An orchestration architecture for LLM agents that improves long-horizon knowledge synthesis by managing knowledge states and evidence chains.. Commercial viability score: 7/10 in Agents.
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Page Freshness
Canonical route: /paper/adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents | Route /paper/adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagentsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.25849"
}
}source_context
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"paper_ref": "adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents",
"topic_slug": null,
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}Paper proof page receipt window
/buildability/adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents
Subject: ADEMA: A Knowledge-State Orchestration Architecture for Long-Horizon Knowledge Synthesis with LLMAgents
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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Preparing verified analysis
Dimensions overall score 7.0
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Owned Distribution
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Receipt path
/buildability/adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents
Paper ref
adema-a-knowledge-state-orchestration-architecture-for-long-horizon-knowledge-synthesis-with-llmagents
arXiv id
2604.25849
Generated at
2026-04-29T03:16:33.611Z
Evidence freshness
fresh
Last verification
2026-04-29T03:16:33.611Z
Sources
3
References
0
Coverage
50%
Lineage hash
a657cb44237723ee36112d377a6ff74ba5c10e673a78ad3021c8aea92f1aa949
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.
Pending verification refs / 3 sources / Verification pending
repo_url
references