Buildability / Receipt
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application
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
Watch and verify: Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application
/buildability/less-is-more-engineering-challenges-of-on-device-small-language-model-integration-in-a-mobile-application
Subject: Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application
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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 28, "author": "William Oliveira", "title": "Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mo
Compute
{"file name": "input.pdf", "number of pages": 28, "author": "William Oliveira", "title": "Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 28, "author": "William Oliveira", "title": "Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 28, "author": "William Oliveira", "title": "Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/less-is-more-engineering-challenges-of-on-device-small-language-model-integration-in-a-mobile-application
Paper ref
less-is-more-engineering-challenges-of-on-device-small-language-model-integration-in-a-mobile-application
arXiv id
2604.24636
Freshness
Generated at
2026-04-28T15:17:26.665Z
Evidence freshness
fresh
Last verification
2026-04-28T15:17:26.665Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
7ee1acf8868a6bb54fb104051c85f012f565e4f2b77acf3c81cea18852f3165a
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
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.