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/llm-facets-a-privacy-preserving-framework-for-evaluating-llm-transparency-and-accountability
Subject: LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability
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.
Data
{"file name": "input.pdf", "number of pages": 28, "author": "Tom Lucas; Alessio Buscemi; Alfredo Capozucca; German Castignani; Barbara Delacroix"
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": 28, "author": "Tom Lucas; Alessio Buscemi; Alfredo Capozucca; German Castignani; Barbara Delacroix", "title": "LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability", "creation date": "D:20260601010558+00'00'"
Inference
{"file name": "input.pdf", "number of pages": 28, "author": "Tom Lucas; Alessio Buscemi; Alfredo Capozucca; German Castignani; Barbara Delacroix", "title": "LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability", "creation date": "D:20260601010558+00'00'"
Hardware
{"file name": "input.pdf", "number of pages": 28, "author": "Tom Lucas; Alessio Buscemi; Alfredo Capozucca; German Castignani; Barbara Delacroix", "title": "LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability", "creation date": "D:20260601010558+00'00'"
Receipt path
/buildability/llm-facets-a-privacy-preserving-framework-for-evaluating-llm-transparency-and-accountability
Paper ref
llm-facets-a-privacy-preserving-framework-for-evaluating-llm-transparency-and-accountability
arXiv id
2605.31167
Generated at
2026-06-01T20:20:32.228Z
Evidence freshness
stale
Last verification
2026-06-01T20:20:32.228Z
Sources
4
References
0
Coverage
67%
Lineage hash
509f858106a086b233a3656b2d3038af3f1b6568220c1beaa37913f21a544b41
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.
references
proof_status