Paper Citation Record · LEDGER

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration

As of 18 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2412.20297.

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

pith.paper-citation-record.v1
2412.20297 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:27:21.549756Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:16:15.640202Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T23:16:16.687955Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy21
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 148e192d-699c-47e6-b7a4-1a9efdc075d2 · outbound

This paper cites GPT-4 Technical Report.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration GPT-4 Technical Report

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-10T23:27:21.376274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc29229-ee27-463f-a21d-851d6a2979cf · outbound

This paper cites Generative agents: Interactive simulacra of human behavior,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Generative agents: Interactive simulacra of human behavior,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.382121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88beed9c-8629-4924-bdd3-8cf9a5fb1e3e · outbound

This paper cites Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.386918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6322b4e8-2a9f-46d4-ad72-c8609b6e963c · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.391885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ce3a26-7ae8-4895-862d-b2639b36251f · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration RT-1: Robotics Transformer for Real-World Control at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.397512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa205b8-3062-4c71-8b30-f19a0b189c14 · outbound

This paper cites RT-H: Action Hierarchies Using Language.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration RT-H: Action Hierarchies Using Language

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.402418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52938419-1ddf-485e-a969-4d244c6bbd14 · outbound

This paper cites Chatgpt for robotics: Design principles and model abilities,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Chatgpt for robotics: Design principles and model abilities,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.167313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2424e80d-7eb7-4ff1-abd2-31b2792002b1 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.412494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc5cedd-650e-4818-8060-903bf5406ee7 · outbound

This paper cites Proagent: Building proactive cooperative ai with large language models,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Proagent: Building proactive cooperative ai with large language models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.151794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e35f2d17-2504-4a29-bd3d-1928b2a34646 · outbound

This paper cites JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.422487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e077a943-b962-46a8-802c-1365b8e68fd4 · outbound

This paper cites Towards artificial general intelligence via a multimodal foundation model,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Towards artificial general intelligence via a multimodal foundation model,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.135344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e76a889-8f48-4d98-8759-fdd13af31e7d · outbound

This paper cites LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.431882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db077ec-7ba9-496a-89c8-6d4c7d5dfd1f · outbound

This paper cites Training language models to follow instructions with human feedback,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Training language models to follow instructions with human feedback,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.437336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2547a035-92b6-4b21-875d-8b188504159f · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Direct preference optimization: Your language model is secretly a reward model,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.441747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 073890f0-0f10-4ac4-b795-104839ecca64 · outbound

This paper cites Rrhf: Rank responses to align language models with human feedback,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Rrhf: Rank responses to align language models with human feedback,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.446180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ae0b51-2282-45ef-8f5c-853f737a0bd7 · outbound

This paper cites Fabric computing: concepts, opportunities and challenges,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Fabric computing: concepts, opportunities and challenges,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.086873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55bb5e00-6b59-462b-aa33-238d17e1cad8 · outbound

This paper cites 50th anniversary perspective: Solid-state multistimuli, multiresponsive polymeric materi- als,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration 50th anniversary perspective: Solid-state multistimuli, multiresponsive polymeric materi- als,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.070905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a3ae38ea-d813-49f7-bd77-656e9cb4919f · outbound

This paper cites A review of stimuli-responsive polymers for smart textile applications,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration A review of stimuli-responsive polymers for smart textile applications,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.054038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4bad6546-ffba-45c4-9c28-8e7258736b57 · outbound

This paper cites Reasons to Reject? Aligning Language Models with Judgments.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Reasons to Reject? Aligning Language Models with Judgments

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:27:21.640087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e44c7201-a391-4644-b9e8-94c66ee530cc · outbound

This paper cites Simulation of conductivity made by inkjet-printed silver tracks in e-textiles with different weave patterns,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Simulation of conductivity made by inkjet-printed silver tracks in e-textiles with different weave patterns,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.038451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2e7a30a-65a7-4d43-aada-55769e905199 · outbound

This paper cites Phase change materials for smart textiles–an overview,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Phase change materials for smart textiles–an overview,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.021434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 16ba360a-8e93-4e4a-a306-42699aca04ac · outbound

This paper cites Smart textiles for personalized thermoregulation,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Smart textiles for personalized thermoregulation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:22.006077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7dc9bc72-f7d8-426d-b78b-3e7f5d61c1d2 · outbound

This paper cites Uv/nir-light-triggered rapid and reversible color switching for rewritable smart fabrics,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Uv/nir-light-triggered rapid and reversible color switching for rewritable smart fabrics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.990639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b034bb8-e562-4045-af4d-e43ec7b5f9d6 · outbound

This paper cites Fabrication of visual textile temperature indicators based on reversible thermochromic fibers,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Fabrication of visual textile temperature indicators based on reversible thermochromic fibers,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.975263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3fa16d69-29b7-4389-95df-26f7ebfafbeb · outbound

This paper cites Smart color- changing textile with high contrast based on a single-sided conductive fabric,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Smart color- changing textile with high contrast based on a single-sided conductive fabric,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.959674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 144fa9de-80fb-4204-952a-df02fe4fed82 · outbound

This paper cites Electrochromic textile displays for personal communication,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Electrochromic textile displays for personal communication,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.943108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 573aaff6-ae25-4b7b-894c-d58d3eaeac22 · outbound

This paper cites Interactively full-color changeable electronic fiber sensor with high stretchability and rapid response,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Interactively full-color changeable electronic fiber sensor with high stretchability and rapid response,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.927592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a00f74a2-485c-46bb-97bb-79019bc56380 · outbound

This paper cites Imperceptible, designable, and scalable braided electronic cord,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Imperceptible, designable, and scalable braided electronic cord,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.910987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23fa192d-4c03-4695-92f2-7a95be00a1bb · outbound

This paper cites Recent trends in smart textiles: Wearable sensors and drug release systems,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Recent trends in smart textiles: Wearable sensors and drug release systems,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.891236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bd47e793-4254-4da8-ba09-1ec07b36e4e6 · outbound

This paper cites Wearables, implants, and internet of things: the technology needs in the evolving landscape,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Wearables, implants, and internet of things: the technology needs in the evolving landscape,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.868648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0b657534-6aa5-4ec3-8de4-76857f34da53 · outbound

This paper cites AI Alignment: A Comprehensive Survey.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration AI Alignment: A Comprehensive Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.524339Z

Source-reported events for the cited work

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Observation d515b4c6-ae5b-4ab5-9e64-9da0350a7df4 · outbound

This paper cites Fine-grained human feedback gives better rewards for language model training,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Fine-grained human feedback gives better rewards for language model training,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.851084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3f9e0ab-e99c-495b-b3ad-cc0fd727efe7 · outbound

This paper cites Neural Text Generation with Unlikelihood Training.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Neural Text Generation with Unlikelihood Training

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T23:27:21.535259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5c76ff5-0609-4b25-837b-7687c808f622 · outbound

This paper cites On the utility of learning about humans for human- ai coordination,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration On the utility of learning about humans for human- ai coordination,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.832846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d19cc5f-c934-4b16-b5cf-93d3334f2dbb · outbound

This paper cites Wearable 2.0: Enabling human-cloud integration in next generation healthcare systems,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Wearable 2.0: Enabling human-cloud integration in next generation healthcare systems,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.816063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f5282a9-fea4-4dea-8d06-8289d18a7ecb · outbound

This paper cites Llama 3 model card,.

FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration Llama 3 model card,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:27:21.799355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation eb5ff435-e2aa-4d73-932c-4f436be96b2f · inbound

Multi-agent Embodied AI: Advances and Future Directions cites this paper.

Multi-agent Embodied AI: Advances and Future Directions FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration

Reference 106

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:16:16.691345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.