Buildability / Receipt
Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Watch and verify: Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals
/buildability/screen-before-you-interpret-a-portable-validity-protocol-for-benchmark-based-llm-confidence-signals
Subject: Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals
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
Data
{"file name": "input.pdf", "number of pages": 25, "author": "Jon-Paul Cacioli", "title": "Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confiden
Compute
{"file name": "input.pdf", "number of pages": 25, "author": "Jon-Paul Cacioli", "title": "Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Jon-Paul Cacioli", "title": "Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Jon-Paul Cacioli", "title": "Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/screen-before-you-interpret-a-portable-validity-protocol-for-benchmark-based-llm-confidence-signals
Paper ref
screen-before-you-interpret-a-portable-validity-protocol-for-benchmark-based-llm-confidence-signals
arXiv id
2604.17714
Freshness
Generated at
2026-04-21T20:33:51.070Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:51.070Z
Sources
4
References
0
Coverage
83%
Hash state
Lineage hash
ac93e23c15d21a3d28081c3fa183ca31e2b339a376aad7dcf0e777cd45ebb3df
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
Some score or evidence fields are outside the preferred freshness window.
references
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.