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Paper Citation Record · LEDGER

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.19883.

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

pith.paper-citation-record.v1
2405.19883 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:29:56.643718Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:00:19.867380Z

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 93f6211c-2c43-4263-8fa4-274d12a48e99 · inbound

Large Action Models: From Inception to Implementation cites this paper.

Large Action Models: From Inception to Implementation From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T16:29:56.643718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:29:56.643718Z digest=sha256:1b6b1506c207f14b66bf7812de25b604d66bbd3a930fe5a22f261c236d4f83de

Observation 0ca9828c-5f3b-459c-9652-10c4bb43c315 · inbound

Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models cites this paper.

Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:00:19.872934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T23:00:19.549520Z digest=sha256:21feff4c5235721e203157d7e8607ea9eddb482345c536627013a6484756e65f

Observation 493c9241-85aa-4370-b45a-1b8c48964e7d · inbound

AIGB-R1: Self-Evolving Generative Auto-Bidding via Hierarchical Planner-Executor Optimization cites this paper.

AIGB-R1: Self-Evolving Generative Auto-Bidding via Hierarchical Planner-Executor Optimization From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T18:32:45.504035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:32:45.504035Z digest=sha256:272b1183dcc1c3312e89f71e643d657760e7ac6c25b811dc401599f63998c533