TRUST: A Framework for Decentralized AI Service v.0.1 explores A decentralized framework for trustworthy AI services, enabling robust, scalable, and private verification of large reasoning models through hierarchical auditing and consensus.. Commercial viability score: 7/10 in Decentralized AI.
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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/trust-a-framework-for-decentralized-ai-service-v-0-1
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID trust-a-framework-for-decentralized-ai-service-v-0-1 | Route /paper/trust-a-framework-for-decentralized-ai-service-v-0-1
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/trust-a-framework-for-decentralized-ai-service-v-0-1MCP example
{
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"arxiv_id": "2604.27132"
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}source_context
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"paper_ref": "trust-a-framework-for-decentralized-ai-service-v-0-1",
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}Paper proof page receipt window
/buildability/trust-a-framework-for-decentralized-ai-service-v-0-1
Subject: TRUST: A Framework for Decentralized AI Service v.0.1
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.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. The hierarchy constraint requires that for any edge (u, v) ∈E where level(u) = li and level(v) = lj, we
Page and bbox are available; crop image is pending.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/trust-a-framework-for-decentralized-ai-service-v-0-1
Paper ref
trust-a-framework-for-decentralized-ai-service-v-0-1
arXiv id
2604.27132
Generated at
2026-05-01T20:30:23.226Z
Evidence freshness
fresh
Last verification
2026-05-01T20:30:23.226Z
Sources
3
References
0
Coverage
50%
Lineage hash
a37fe073e2c13fe1909fefb680d516caf655659489acd9d006446db245b93961
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
This equation captures one of the core mathematical components of the system. Level 3 (Steps). Four step nodes execute the tactics. Node v4 computes du = 2x dx and v = ex (Tier-
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. application with u = x2 and dv = exdx, while v3 specifies the second application with u = 2x and
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.