Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
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/making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-29
- Score updated
- 2026-04-29
- Score fresh until
- 2026-05-29
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
Canonical ID making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model | Route /signal-canvas/making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/making-ai-assisted-grant-evaluation-auditable-without-exposing-the-modelMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model",
"query_text": "Summarize Making AI-Assisted Grant Evaluation Auditable without Exposing the Model"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Making AI-Assisted Grant Evaluation Auditable without Exposing the Model",
"normalized_query": "2604.25200",
"route": "/signal-canvas/making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model",
"paper_ref": "making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
PDF: https://arxiv.org/pdf/2604.25200v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-29T02:32:17.122Z
Signal Canvas receipt window
Not build-ready: Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
/buildability/making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model
Subject: Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
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/making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model
Paper ref
making-ai-assisted-grant-evaluation-auditable-without-exposing-the-model
arXiv id
2604.25200
Freshness
Generated at
2026-04-29T02:32:17.122Z
Evidence freshness
fresh
Last verification
2026-04-29T02:32:17.122Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
3e8a27e4a65ef64037e110340fea85f43d367471a862696341717f0a606908f3
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.
Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
Canonical Paper Receipt
Last verification: 2026-04-29T02:32:17.122ZFreshness: 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
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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