proof blockPage 868%
This equation captures one of the core mathematical components of the system. Vote(v) = X p∈P trustp · cp · ⊮[ˆyp = v].
Page and bbox are available; crop image is pending.
TRUST Agents: A Collaborative Multi-Agent Framework for Fake News Detection, Explainable Verification, and Logic-Aware Claim Reasoning explores TRUST Agents is a multi-agent framework for explainable fake news detection and claim reasoning, offering improved interpretability and evidence transparency.. Commercial viability score: 7/10 in Fact Verification & Reasoning.
Use This Via API or MCP
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-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-clai
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID trust-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-clai | Route /paper/trust-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-clai
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/trust-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-claiMCP example
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/buildability/trust-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-clai
Subject: TRUST Agents: A Collaborative Multi-Agent Framework for Fake News Detection, Explainable Verification, and Logic-Aware Claim Reasoning
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. Vote(v) = X p∈P trustp · cp · ⊮[ˆyp = v].
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-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-clai
Paper ref
trust-agents-a-collaborative-multi-agent-framework-for-fake-news-detection-explainable-verification-and-logic-aware-clai
arXiv id
2604.12184
Generated at
2026-04-15T17:00:16.840Z
Evidence freshness
stale
Last verification
2026-04-15T17:00:16.840Z
Sources
3
References
0
Coverage
50%
Lineage hash
2673cc03bc1a85187cb952b0b70f9fdb56c6f319175d77ea9966027ad2b21588
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
Vote(v) = X p∈P trustp · cp · ⊮[ˆyp = v].
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.