EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents

EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents

stale

Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
References: 0
Source count: 0
Coverage: 0%

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Agent Handoff

Canonical ID egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents | Route /signal-canvas/egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents",
    "query_text": "Summarize EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents",
  "normalized_query": "2605.10366",
  "route": "/signal-canvas/egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents",
  "paper_ref": "egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents

PDF: https://arxiv.org/pdf/2605.10366v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:15:23.286Z

Signal Canvas receipt window

Watch and verify: EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents

/buildability/egl-sca-structural-credit-assignment-for-co-evolving-instructions-and-tools-in-graph-reasoning-agents

Watchwatch

Subject: EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents

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