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Latent Planning Emerges with Scale

Stale16d agoPending verification refs / 4 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.

Signal Canvas APIPaper Proof PageOpen Build LoopLaunch Pack Example

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/latent-planning-emerges-with-scale

stale
Proof freshness
stale
Proof status
unverified
Display score
1/10
Last proof check
2026-04-15
Score updated
2026-04-15
Score fresh until
2026-05-15
References
0
Source count
4
Coverage
67%

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

Agent Handoff

Latent Planning Emerges with Scale

Canonical ID latent-planning-emerges-with-scale | Route /signal-canvas/latent-planning-emerges-with-scale

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/latent-planning-emerges-with-scale

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "latent-planning-emerges-with-scale",
    "query_text": "Summarize Latent Planning Emerges with Scale"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Latent Planning Emerges with Scale",
  "normalized_query": "2604.12493",
  "route": "/signal-canvas/latent-planning-emerges-with-scale",
  "paper_ref": "latent-planning-emerges-with-scale",
  "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: Latent Planning Emerges with Scale

PDF: https://arxiv.org/pdf/2604.12493v1

Repository: https://github.com/goodfeli/dlbook_notation

Source count: 4

Coverage: 67%

Last proof check: 2026-04-15T20:33:39.479Z

Signal Canvas receipt window

Not build-ready: Latent Planning Emerges with Scale

/buildability/latent-planning-emerges-with-scale

Ignoreblocked

Subject: Latent Planning Emerges with Scale

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/latent-planning-emerges-with-scale

Paper ref

latent-planning-emerges-with-scale

arXiv id

2604.12493

Freshness

Generated at

2026-04-15T20:33:39.479Z

Evidence freshness

stale

Last verification

2026-04-15T20:33:39.479Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

29c4273786080de874dcc7bbaa553048454efaf5f685cd136e05bbac5688dd88

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: paper_extraction_scorecards

Pending verification refs / 4 sources / Verification pending

references

paper_extraction_scorecards

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

Latent Planning Emerges with Scale

Overall score: 1/10
Lineage: 29c427378608…

Canonical Paper Receipt

Last verification: 2026-04-15T20:33:39.479Z

Freshness: stale

Proof: unverified

Repo: active

References: 0

Sources: 4

Coverage: 67%

Missingness
  • - references
  • - paper_extraction_scorecards
Unknowns

No unresolved unknowns recorded.

Preparing verified analysis

Dimensions overall score 1.0

GitHub Code Pulse

Stars
1,871
Health
C
Last commit
3/1/2018
Forks
379
Open repository

Claim map

No public claim map is available for this paper yet.

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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