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Paper Citation Record · LEDGER

Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.11163.

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

pith.paper-citation-record.v1
2410.11163 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 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:38:26.708401Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T11:53:14.879223Z

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 eca5994c-3759-4a09-a76c-95c4cbcbbe5f · inbound

Weak-Link Optimization for Multi-Agent Reasoning and Collaboration cites this paper.

Weak-Link Optimization for Multi-Agent Reasoning and Collaboration Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:58:13.163708Z

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.

source=pdf_text observed=2026-05-10T08:53:03.420926Z digest=sha256:257c5f3d2334531989b503ed8eb70337269dc4d4a82fafdc1f0bb3c8009ec147

Observation ce5dcd7c-e3f3-48bf-98b0-1593a4917d3e · inbound

Beyond Scaling: Agents Are Heading to the Edge cites this paper.

Beyond Scaling: Agents Are Heading to the Edge Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:53:14.881235Z

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.

source=pdf_text observed=2026-05-20T11:51:14.999341Z digest=sha256:8bc9122ededec9b37cdc6e835b5a3e425252842c78c4a353720c487cb4b82d52

Observation 8136dc5a-07b1-4f2e-b234-6e7f0e14e379 · inbound

Asymmetric Collapse in Model Merging: When Refusal Over- writes Recognition cites this paper.

Asymmetric Collapse in Model Merging: When Refusal Over- writes Recognition Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-31T23:38:26.708401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:38:26.708401Z digest=sha256:5377df6efe8824f925e39f384d2a05eb137f4375f5053a1173d9d5923322ac15