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SimDiff: Depth Pruning via Similarity and Difference

Stale7d agoPending verification refs / 3 sources / Verification pending
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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.

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Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/simdiff-depth-pruning-via-similarity-and-difference

stale
Proof freshness
stale
Proof status
unverified
Display score
8/10
Last proof check
2026-04-22
Score updated
2026-04-22
Score fresh until
2026-05-22
References
0
Source count
3
Coverage
50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

SimDiff: Depth Pruning via Similarity and Difference

Canonical ID simdiff-depth-pruning-via-similarity-and-difference | Route /signal-canvas/simdiff-depth-pruning-via-similarity-and-difference

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/simdiff-depth-pruning-via-similarity-and-difference

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "simdiff-depth-pruning-via-similarity-and-difference",
    "query_text": "Summarize SimDiff: Depth Pruning via Similarity and Difference"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SimDiff: Depth Pruning via Similarity and Difference",
  "normalized_query": "2604.19520",
  "route": "/signal-canvas/simdiff-depth-pruning-via-similarity-and-difference",
  "paper_ref": "simdiff-depth-pruning-via-similarity-and-difference",
  "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

Source paper: SimDiff: Depth Pruning via Similarity and Difference

PDF: https://arxiv.org/pdf/2604.19520v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-22T03:20:32.008Z

Signal Canvas receipt window

Watch and verify: SimDiff: Depth Pruning via Similarity and Difference

/buildability/simdiff-depth-pruning-via-similarity-and-difference

Watchwatch

Subject: SimDiff: Depth Pruning via Similarity and Difference

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/simdiff-depth-pruning-via-similarity-and-difference

Paper ref

simdiff-depth-pruning-via-similarity-and-difference

arXiv id

2604.19520

Freshness

Generated at

2026-04-22T03:20:32.008Z

Evidence freshness

stale

Last verification

2026-04-22T03:20:32.008Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

9445b2fbeaaeb59314ed85daeec284cd0902978c0b0a789a07b8b3ee9adf6f8a

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.
Open receiptAPI receiptBuild LoopPaper proof pageProof divergenceDivergence APIBrier outcomes API

Paper Conversation

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

Paper Mode

SimDiff: Depth Pruning via Similarity and Difference

Overall score: 8/10
Lineage: 9445b2fbeaae…

Canonical Paper Receipt

Last verification: 2026-04-22T03:20:32.008Z

Freshness: stale

Proof: unverified

Repo: missing

References: 0

Sources: 3

Coverage: 50%

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

Preparing verified analysis

Dimensions overall score 8.0

GitHub Code Pulse

No public code linked for this paper yet.

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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