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Paper Citation Record · LEDGER

Has LLM Reached the Scaling Ceiling Yet? Unified Insights into LLM Regularities and Constraints

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.16443.

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

pith.paper-citation-record.v1
2412.16443 v1

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:10:17.947274Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:10:19.814131Z

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 a6f2bab5-aae0-4db9-8377-cc36d05fd156 · inbound

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions cites this paper.

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Has LLM Reached the Scaling Ceiling Yet? Unified Insights into LLM Regularities and Constraints

Reference 103

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:10:19.823486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:10:17.947274Z digest=sha256:e019d5c761df665d1fea207e9785ad2f24fd8d5cb544bd958972f739926ac174

Observation 4deea9d4-435b-439e-8e6f-63224e9b6267 · inbound

A Compositional Paradigm for Foundation Models: Towards Smarter Robotic Agents cites this paper.

A Compositional Paradigm for Foundation Models: Towards Smarter Robotic Agents Has LLM Reached the Scaling Ceiling Yet? Unified Insights into LLM Regularities and Constraints

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T08:53:10.645620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:53:10.645620Z digest=sha256:1729a146823c1104ba76fe41813632bb2954ca4bb44857bc714f4e8ff2678de0