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/what-changes-after-deployment-a-survey-on-on-device-learning-in-tinyml
Subject: What changes after deployment? A survey on On-device Learning in TinyML
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": 33, "author": "Massimo Pavan; Luca Pezzarossa; Fabrizio Pittorino; Manuel Roveri; Xenofon Fafoutis"
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": 33, "author": "Massimo Pavan; Luca Pezzarossa; Fabrizio Pittorino; Manuel Roveri; Xenofon Fafoutis", "title": "What changes after deployment? A survey on On-device Learning in TinyML", "creation date": "D:20260601011000+00'00'"
Inference
{"file name": "input.pdf", "number of pages": 33, "author": "Massimo Pavan; Luca Pezzarossa; Fabrizio Pittorino; Manuel Roveri; Xenofon Fafoutis", "title": "What changes after deployment? A survey on On-device Learning in TinyML", "creation date": "D:20260601011000+00'00'"
Hardware
{"file name": "input.pdf", "number of pages": 33, "author": "Massimo Pavan; Luca Pezzarossa; Fabrizio Pittorino; Manuel Roveri; Xenofon Fafoutis", "title": "What changes after deployment? A survey on On-device Learning in TinyML", "creation date": "D:20260601011000+00'00'"
Receipt path
/buildability/what-changes-after-deployment-a-survey-on-on-device-learning-in-tinyml
Paper ref
what-changes-after-deployment-a-survey-on-on-device-learning-in-tinyml
arXiv id
2605.31226
Generated at
2026-06-01T20:31:18.681Z
Evidence freshness
stale
Last verification
2026-06-01T20:31:18.681Z
Sources
3
References
0
Coverage
50%
Lineage hash
b3ecdbda519fc07ea8a603815d76ea1506da9184e2cd216264b8090f29bf77dc
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