Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T03:12:21.566224Z
Paper Citation Record · LEDGER
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application
As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2604.24636.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:19:18.882088Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-08T04:19:19.373658Z
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 250930b0-7354-4f54-a164-a4e1d38cb5c6 · outbound
This paper cites LiteRT-LM Overview.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application LiteRT-LM Overview
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.026683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3aea1f57-05e2-4048-8112-71f2de568427 · outbound
This paper cites Machine Learning Compilation for Large Language Models.https://llm.mlc.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Machine Learning Compilation for Large Language Models.https://llm.mlc
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.053202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7677ba44-b914-4d4e-ad83-08222782a82b · outbound
This paper cites Gemini Nano — On-device AI with AICore.https://developer.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Gemini Nano — On-device AI with AICore.https://developer
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.047083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4b187e64-dc8b-444c-99e4-46fa02e935b1 · outbound
This paper cites Gemma: Open Models Based on Gemini Research and Technology.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Gemma: Open Models Based on Gemini Research and Technology
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.063339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b74cf61e-211b-40dc-ba44-18726dc8d002 · outbound
This paper cites Qwen Technical Report.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Qwen Technical Report
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.059743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2fb34afa-f4c5-4aa9-b7be-875c89697a66 · outbound
This paper cites Phi-4 Technical Report.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Phi-4 Technical Report
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.020122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a96a5bf0-359c-4106-a09e-a66b1e70964d · outbound
This paper cites Wei et al.
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.056021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5b75d391-892b-4f00-8c8a-f39a938cad32 · outbound
This paper cites White et al.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application White et al
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.008934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 047800fd-08af-460e-8154-33d271e87806 · outbound
This paper cites Schick et al.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Schick et al
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.029665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c6fb8c8e-e22c-4cd6-bae6-abaf383d65da · outbound
This paper cites David et al.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application David et al
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.040270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6c508514-9045-488e-95b9-2f6ae497cac9 · outbound
This paper cites Core ML Documentation.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Core ML Documentation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.049880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 264a4a40-f7bd-4f72-97b9-bede469fd235 · outbound
This paper cites Runeson and M.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Runeson and M
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.015206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dc9329bf-79d5-43d8-92bd-d221813533bc · outbound
This paper cites API Pricing.https://openai.com/api/pricing/.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application API Pricing.https://openai.com/api/pricing/
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.023575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3ec6d146-eea6-4d2a-9370-436b2696fde0 · outbound
This paper cites Gemini Developer API Pricing.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Gemini Developer API Pricing
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.032882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09d421b6-a729-46f5-8802-1e65c71c2336 · outbound
This paper cites Regulation (EU) 2016/679 — General Data Protection Regulation (GDPR).Official Journal of the European Union.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Regulation (EU) 2016/679 — General Data Protection Regulation (GDPR).Official Journal of the European Union
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.037085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f3bfed28-3b65-4706-aa10-388a3cf16989 · outbound
This paper cites Lei no 13.709 — Lei Geral de Proteção de Dados Pessoais (LGPD).Diário Oficial da União.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application Lei no 13.709 — Lei Geral de Proteção de Dados Pessoais (LGPD).Diário Oficial da União
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.016562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 90e1a927-9c0c-44f3-b037-f3e2d22ca533 · outbound
This paper cites California Consumer Privacy Act (CCPA), Cal.
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application California Consumer Privacy Act (CCPA), Cal
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T22:18:23.043564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation fcc23ef5-ffc4-4520-b451-f47a5ce1951c · inbound
Tiny Enough to Break In: Agentic Remote Access Trojans Powered by Small Language Models cites this paper.
Tiny Enough to Break In: Agentic Remote Access Trojans Powered by Small Language Models Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-08T04:19:19.377354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.