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TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs

Stale1d agoPending verification refs / 4 sources / Verification pending
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms

ready
Proof freshness
fresh
Proof status
unverified
Display score
6/10
Last proof check
2026-04-23
Score updated
2026-04-23
Score fresh until
2026-05-23
References
0
Source count
4
Coverage
67%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs

Canonical ID triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms | Route /signal-canvas/triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms",
    "query_text": "Summarize TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs",
  "normalized_query": "2604.20043",
  "route": "/signal-canvas/triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms",
  "paper_ref": "triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Signal Canvas receipt window

Watch and verify: TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs

/buildability/triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms

Watchwatch

Subject: TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs

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.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms

Paper ref

triex-a-game-based-tri-view-framework-for-explaining-internal-reasoning-in-multi-agent-llms

arXiv id

2604.20043

Freshness

Generated at

2026-04-23T05:09:42.457Z

Evidence freshness

fresh

Last verification

2026-04-23T05:09:42.457Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

a27700e2a2c6a5681ec1e06469a8e85b40bd59b961b7ea2523295a6ec700c22a

Canonical opportunity-kernel lineage hash.

Signature state

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.

Blockers

  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Pending verification refs / 4 sources / Verification pending

references

proof_status

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs

Overall score: 6/10
Lineage: a27700e2a2c6

Canonical Paper Receipt

Last verification: 2026-04-23T05:09:42.457Z

Freshness: fresh

Proof: unverified

Repo: active

References: 0

Sources: 4

Coverage: 67%

Missingness
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 6.0

GitHub Code Pulse

Cached
Stars
0
Health
C
Last commit
4/23/2026
Forks
0
Open repository

Key claims

Strong 1Mixed 0Weak 0
Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

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