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Agentic Witnessing: Pragmatic and Scalable TEE-Enabled Privacy-Preserving Auditing explores A TEE-enabled agentic framework that allows privacy-preserving auditing of proprietary data by enabling semantic property verification through limited, Boolean queries.. Commercial viability score: 7/10 in Privacy-Preserving Auditing.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing | Route /paper/agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditingMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.24203"
}
}source_context
{
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"mode": "paper",
"query": "Agentic Witnessing: Pragmatic and Scalable TEE-Enabled Privacy-Preserving Auditing",
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"paper_ref": "agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing
Subject: Agentic Witnessing: Pragmatic and Scalable TEE-Enabled Privacy-Preserving Auditing
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
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.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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Preparing verified analysis
Dimensions overall score 7.0
Visual citation anchors from the paper document graph.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing
Paper ref
agentic-witnessing-pragmatic-and-scalable-tee-enabled-privacy-preserving-auditing
arXiv id
2604.24203
Generated at
2026-04-28T15:16:48.268Z
Evidence freshness
fresh
Last verification
2026-04-28T15:16:48.268Z
Sources
3
References
0
Coverage
50%
Lineage hash
c966b7e80b1f39e6c43cdd8dbbdb370552c5c9c632af1b72e644d0ea2f1b9537
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
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This equation captures one of the core mathematical components of the system. π»0 = H (π»corpus β₯πp) π»π= H (π»πβ1 β₯ππβ₯ππ)
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