Pith. sign in

Paper Citation Record · LEDGER

Lower bounds on transformers with infinite precision

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.20195.

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

pith.paper-citation-record.v1
2412.20195 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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:23:57.818820Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T00:18:21.788685Z

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 e0ae232d-ede8-4e86-b337-a761520ba6f4 · inbound

Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers cites this paper.

Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers Lower bounds on transformers with infinite precision

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T12:23:57.818820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T12:23:57.818820Z digest=sha256:2bec5d6af603f062599f1cc7c59c9be32394482bacec420258d83b5bb322c3a6

Observation 49c33eec-0cf9-45d5-a364-6c2c18a18adb · inbound

Attention-based representations for multi-task computation cites this paper.

Attention-based representations for multi-task computation Lower bounds on transformers with infinite precision

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:18:21.793091Z

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.

source=pdf_text observed=2026-08-08T00:18:21.297935Z digest=sha256:2d186779fee85842e13e55f57accc0e44e79a30d7d8c7b4ba6a78cfcaad2613b