Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction
Compared to this week’s papers
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-prediction
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-21
- Score updated
- 2026-04-21
- Score fresh until
- 2026-05-21
- References
- 0
- Source count
- 4
- Coverage
- 83%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction
Canonical ID concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-prediction | Route /signal-canvas/concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-prediction
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-predictionMCP example
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Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction
PDF: https://arxiv.org/pdf/2604.17716v1
Repository: https://github.com/synthiumjp/validity-scaling-llm
Source count: 4
Coverage: 83%
Last proof check: 2026-04-21T20:33:50.822Z
Signal Canvas receipt window
Not build-ready: Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction
/buildability/concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-prediction
Subject: Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction
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/concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-prediction
Paper ref
concurrent-criterion-validation-of-a-validity-screen-for-llm-confidence-signals-via-selective-prediction
arXiv id
2604.17716
Freshness
Generated at
2026-04-21T20:33:50.822Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:50.822Z
Sources
4
References
0
Coverage
83%
Hash state
Lineage hash
3e1938ab6fbb5730121c92bf6628238a46cd3611f8cdd210aac68f622629b169
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
Pending verification refs / 4 sources / Verification pending
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction
Canonical Paper Receipt
Last verification: 2026-04-21T20:33:50.822ZFreshness: stale
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 83%
- - references
No unresolved unknowns recorded.
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
Key claims
Startup potential card
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