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/beyond-post-hoc-explanation-toward-glassbox-ai-via-probabilistic-mediation
Subject: Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation
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": 11, "author": "Manuele Leonelli", "title": "Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation"
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": 11, "author": "Manuele Leonelli", "title": "Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 11, "author": "Manuele Leonelli", "title": "Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 11, "author": "Manuele Leonelli", "title": "Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/beyond-post-hoc-explanation-toward-glassbox-ai-via-probabilistic-mediation
Paper ref
beyond-post-hoc-explanation-toward-glassbox-ai-via-probabilistic-mediation
arXiv id
2606.07113
Generated at
2026-06-08T17:15:54.966Z
Evidence freshness
fresh
Last verification
2026-06-08T17:15:54.966Z
Sources
3
References
0
Coverage
50%
Lineage hash
acfea1ca3cb4b0591004108d1e5a657c9dee2c41b9f3430d5e73c18880bfff29
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