Buildability / Receipt
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
/buildability/luminol-aidetect-fast-zero-shot-machine-generated-text-detection-based-on-perplexity-under-text-shuffling
Subject: Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling
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.
Data
{"file name": "input.pdf", "number of pages": 17, "author": "Lucio La Cava; Andrea Tagarelli"
Truth Boundary
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.
Compute
{"file name": "input.pdf", "number of pages": 17, "author": "Lucio La Cava; Andrea Tagarelli", "title": "Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Lucio La Cava; Andrea Tagarelli", "title": "Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Lucio La Cava; Andrea Tagarelli", "title": "Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/luminol-aidetect-fast-zero-shot-machine-generated-text-detection-based-on-perplexity-under-text-shuffling
Paper ref
luminol-aidetect-fast-zero-shot-machine-generated-text-detection-based-on-perplexity-under-text-shuffling
arXiv id
2604.25860
Generated at
2026-04-29T03:16:03.578Z
Evidence freshness
stale
Last verification
2026-04-29T03:16:03.578Z
Sources
3
References
0
Coverage
50%
Lineage hash
9e1f68bc0750fd84709d37485edd248346653b27d7103fb7f1afc523b240708e
Canonical opportunity-kernel lineage hash.
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references