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/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability
Subject: Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability
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.
Data
{"file name": "input.pdf", "number of pages": 14, "author": "Krishnapriya Vishnubhotla; Hillary Dawkins; Isar Nejadgholi; Svetlana Kiritchenko"
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": 14, "author": "Krishnapriya Vishnubhotla; Hillary Dawkins; Isar Nejadgholi; Svetlana Kiritchenko", "title": "Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Krishnapriya Vishnubhotla; Hillary Dawkins; Isar Nejadgholi; Svetlana Kiritchenko", "title": "Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Krishnapriya Vishnubhotla; Hillary Dawkins; Isar Nejadgholi; Svetlana Kiritchenko", "title": "Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability
Paper ref
safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability
arXiv id
2606.03648
Generated at
2026-06-03T20:46:48.445Z
Evidence freshness
fresh
Last verification
2026-06-03T20:46:48.445Z
Sources
3
References
0
Coverage
50%
Lineage hash
9a308311c20fcb3c73384b8009210fe280aab479b1f762ed063fd9180b291c0b
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references