Paper Citation Record · LEDGER

Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2508.02929.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.02929 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:45:30.515650Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T23:01:15.061360Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation af7b26c5-a50e-40de-add3-3dbc38741f85 · inbound

Versioned Late Materialization for Ultra-Long Sequence Training in Recommendation Systems at Scale cites this paper.

Versioned Late Materialization for Ultra-Long Sequence Training in Recommendation Systems at Scale Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-28T00:21:31.751537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6c87441d-be29-4ad8-b3ef-9e546fcb0a30 · inbound

Mosaic: A Fleet of User Embedding Specialists for Recommendation at Meta cites this paper.

Mosaic: A Fleet of User Embedding Specialists for Recommendation at Meta Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T23:18:21.487001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77efe723-04de-495a-a599-f7f7d18d25b5 · inbound

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval cites this paper.

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-01T07:21:46.339476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe80cd57-ec1c-4b2c-9da3-559353621075 · inbound

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval cites this paper.

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-03T01:45:30.515650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.