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Paper Citation Record · LEDGER

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.14385.

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

pith.paper-citation-record.v1
2312.14385 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:10:45.762150Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:49:24.708714Z

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 6f5621b3-fcd9-435e-a377-a35efa4c5de4 · inbound

Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics cites this paper.

Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T21:10:45.762150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:45.762150Z digest=sha256:0f81eff640e6bcb512d9f3c034dd513ccde45db98863b2a7bd26b7d624720e04

Observation 59b6018c-96a6-4d61-9d9e-cbd4b561faaa · inbound

Spotlight: Synergizing Seed Exploration and Spot GPUs for DiT RL Post-Training cites this paper.

Spotlight: Synergizing Seed Exploration and Spot GPUs for DiT RL Post-Training Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:49:24.710498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-26T19:06:16.100762Z digest=sha256:e45db562cd35bbf3d88c06a33c2623f7e621d3ffa68bddc4b36992aa5558a198