Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Use Signal Canvas as the narrative proof surface
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- 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
Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
Canonical ID before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report | Route /signal-canvas/before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-reportMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report",
"query_text": "Summarize Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report",
"normalized_query": "2604.17707",
"route": "/signal-canvas/before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report",
"paper_ref": "before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
PDF: https://arxiv.org/pdf/2604.17707v1
Repository: https://github.com/synthiumjp/validity-scaling-llm
Source count: 4
Coverage: 83%
Last proof check: 2026-04-21T20:33:50.946Z
Signal Canvas receipt window
Ready for execution: Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
/buildability/before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report
Subject: Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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/before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report
Paper ref
before-you-interpret-the-profile-validity-scaling-for-llm-metacognitive-self-report
arXiv id
2604.17707
Freshness
Generated at
2026-04-21T20:33:50.946Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:50.946Z
Sources
4
References
0
Coverage
83%
Hash state
Lineage hash
0a7d772906085671ec4a80f81dfa20f5a4a0055531e5d809db9e763c1ed87c72
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.
Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
Canonical Paper Receipt
Last verification: 2026-04-21T20:33:50.946ZFreshness: stale
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 83%
- - references
No unresolved unknowns recorded.
Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
Key claims
Startup potential card
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