AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
Compared to this week’s papers
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-30
- Score updated
- 2026-04-30
- Score fresh until
- 2026-05-30
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
Canonical ID agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents | Route /signal-canvas/agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agentsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents",
"query_text": "Summarize AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents",
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"route": "/signal-canvas/agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents",
"paper_ref": "agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents",
"topic_slug": null,
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}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
PDF: https://arxiv.org/pdf/2604.26522v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-30T15:14:21.809Z
Signal Canvas receipt window
Not build-ready: AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
/buildability/agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents
Subject: AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents
Paper ref
agel-comp-a-neuro-symbolic-framework-for-compositional-generalization-in-interactive-agents
arXiv id
2604.26522
Freshness
Generated at
2026-04-30T15:14:21.809Z
Evidence freshness
fresh
Last verification
2026-04-30T15:14:21.809Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
7af6518c71f00f787c639c4dc47d139b679a678a7275cabb676d677cf27c49e0
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: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
Canonical Paper Receipt
Last verification: 2026-04-30T15:14:21.809ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
Startup potential card
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