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/simple-token-efficient-vision-language-model-for-case-level-pathology-synoptic-report-generation
Subject: Simple Token-Efficient Vision-Language Model for Case-level Pathology Synoptic Report Generation
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": 25, "author": "Zhiyuan Yang; Jiahao Cheng; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini"
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": 25, "author": "Zhiyuan Yang; Jiahao Cheng; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini", "title": "Simple Token-Efficient Vision-Language Model for Case-level Pathology Synoptic Report Generation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Zhiyuan Yang; Jiahao Cheng; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini", "title": "Simple Token-Efficient Vision-Language Model for Case-level Pathology Synoptic Report Generation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Zhiyuan Yang; Jiahao Cheng; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini", "title": "Simple Token-Efficient Vision-Language Model for Case-level Pathology Synoptic Report Generation", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/simple-token-efficient-vision-language-model-for-case-level-pathology-synoptic-report-generation
Paper ref
simple-token-efficient-vision-language-model-for-case-level-pathology-synoptic-report-generation
arXiv id
2605.30716
Generated at
2026-06-01T20:26:24.984Z
Evidence freshness
stale
Last verification
2026-06-01T20:26:24.984Z
Sources
3
References
0
Coverage
50%
Lineage hash
71b4d362a27a82db7d56e4f2362a78850d9c8a8485d568b7cf5a82e0671693c8
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