Paper Citation Record · LEDGER

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems

As of 10 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2502.07503.

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

pith.paper-citation-record.v1
2502.07503 v4

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:44:23.913751Z

measured 64 of 64 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:33:04.442462Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T10:21:00.806138Z

Reference resolution

63 of 63 outbound references displayed

verified exact0
verified fuzzy16
unresolved47
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49c1b5b0-67c4-4a5c-9153-156e41e1b30c · outbound

This paper cites write newline.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems write newline

Reference 1

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Source-reported events for the cited work

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Observation 81d0690b-be79-43bd-b90e-9005c9d8750f · outbound

This paper cites write newline.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems write newline

Reference 2

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Source-reported events for the cited work

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Observation 76d5a53c-6d2f-4721-9dfb-72f18cdf8a25 · outbound

This paper cites @esa (Ref.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems @esa (Ref

Reference 3

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Source-reported events for the cited work

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 4

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This paper cites an unresolved cited work.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 5

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Observation ddc0b6e5-ef97-47cb-8f2a-5bd3097c0f4a · outbound

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 6

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This paper cites Q., and Dehghani, M.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Q., and Dehghani, M

Reference 7

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 8

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Observation 3469e7e9-c9e2-45b2-a518-f3e019831315 · outbound

This paper cites D., and Ammanabrolu, P.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems D., and Ammanabrolu, P

Reference 9

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Observation c97140ad-aaf8-41c2-a8d1-3c5a12baa32d · outbound

This paper cites Explaining Neural Scaling Laws.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Explaining Neural Scaling Laws

Reference 10

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Observation 77312afd-63d9-4dcc-ba8a-5109e6ef25c3 · outbound

This paper cites Data Scaling Laws in NMT: The Effect of Noise and Architecture.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Data Scaling Laws in NMT: The Effect of Noise and Architecture

Reference 11

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 12

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 13

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Observation 9fe2963a-6afe-46b8-8d9c-f326ae271463 · outbound

This paper cites L., Gao, J., and Choi, Y.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems L., Gao, J., and Choi, Y

Reference 14

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This paper cites V., Ré, C., and Mirhoseini, A.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems V., Ré, C., and Mirhoseini, A

Reference 15

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Observation 4473967e-4df1-4880-a01f-4a711845b4a9 · outbound

This paper cites Q., Hanin, B., Bailis, P., Stoica, I., Zaharia, M., and Zou, J.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Q., Hanin, B., Bailis, P., Stoica, I., Zaharia, M., and Zou, J

Reference 16

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Observation 3a9fe380-cff3-4ccc-a5d7-9ea1214f3adf · outbound

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 17

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Observation 1414ae87-ab4c-4467-a86d-bdfb761b4c11 · outbound

This paper cites Microsoft COCO Captions: Data Collection and Evaluation Server.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Microsoft COCO Captions: Data Collection and Evaluation Server

Reference 18

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Observation ae850477-2a49-4665-af32-a9041aadcbf2 · outbound

This paper cites How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?

Reference 19

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 20

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Observation af99ba38-e836-4666-9a6e-1ed271033bce · outbound

This paper cites Universal transformers.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Universal transformers

Reference 21

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 22

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 23

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Observation 9aa66290-2d8d-4f97-8753-0283bcdddd9f · outbound

This paper cites L., Zeng-Treitler, Q., Kandula, S., and Ngo, L.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems L., Zeng-Treitler, Q., Kandula, S., and Ngo, L

Reference 24

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Observation 7ccaffc5-8eee-4091-b8da-406b8383ae38 · outbound

This paper cites R., Kailkhura, B., Bhatele, A., and Goldstein, T.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems R., Kailkhura, B., Bhatele, A., and Goldstein, T

Reference 25

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This paper cites Deep Learning Scaling is Predictable, Empirically.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Deep Learning Scaling is Predictable, Empirically

Reference 26

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 27

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 28

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Observation 45c58d3f-80c3-4e80-a78c-d0f601f51ca5 · outbound

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Learning Curve Theory

Reference 29

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Scaling Laws for Neural Language Models

Reference 30

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Adam: A Method for Stochastic Optimization

Reference 31

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Reference 32

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 33

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems A., Larrick, R

Reference 34

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems J., Sutherland Robson, E., Kohli, P., de Freitas, N., Kavukcuoglu, K., and Vinyals, O

Reference 35

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Reference 36

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems S., Love, J., Tafti, P., Hussenot, L., Sessa, P

Reference 38

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This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 39

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems M., Vedaldi, A., Zisserman, A., and Jawahar, C

Reference 40

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems P., Zhai, X., and Alabdulmohsin, I

Reference 41

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems V., Lin, S

Reference 43

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 44

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 45

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems and Kaplan, J

Reference 46

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems R., Hestness, J., and Dey, N

Reference 47

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Reference 48

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Observation ab8a7820-db5f-433a-bdd8-39ce11b30718 · outbound

This paper cites Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?

Reference 49

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Unresolved cited work

Reference 50

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This paper cites Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset

Reference 51

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Observation d6174bbd-3efb-4e4c-b79b-5efe885ee272 · outbound

This paper cites N., Kaiser, L., and Polosukhin, I.

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems N., Kaiser, L., and Polosukhin, I

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems H., Le, Q

Reference 54

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Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems N., and Lopez-Paz, D

Reference 63

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Parcae: Scaling Laws For Stable Looped Language Models Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems

Reference 1

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