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Paper Citation Record · LEDGER

MUX: Continuous Reasoning via Multiplexed Tokens

As of 7 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2607.18264.

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

pith.paper-citation-record.v1
2607.18264 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:43:03.518231Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

82 of 82 outbound references displayed

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  • verified fuzzy0
  • unresolved82
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acb56363-cfd6-4329-8e2b-70026e27f2df · outbound

This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.

MUX: Continuous Reasoning via Multiplexed Tokens Show Your Work: Scratchpads for Intermediate Computation with Language Models

Reference 1

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source=arxiv_source observed=2026-08-02T13:42:55.855581Z digest=sha256:f36d14184fba2491a68c316963c2a2d2d2ceb6adef2d93d4f834a967571e1697

Observation 5e8cc9e2-6e96-40d1-9ae6-3df4eff25a75 · outbound

This paper cites Advances in neural information processing systems , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Advances in neural information processing systems , volume=

Reference 2

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source=arxiv_source observed=2026-08-02T13:42:55.990293Z digest=sha256:7de5c58d4455c1b466cc98f93a38ec8472606258ddb94cd64b8d2eef615f3dac

Observation ca9a6d19-c26d-4488-977a-5e33c0ed0218 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Advances in Neural Information Processing Systems , volume=

Reference 3

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source=arxiv_source observed=2026-08-02T13:42:56.089994Z digest=sha256:d2f283b89110a9574ed720f9692e6b90c753b0af8a5ea6850ba8e17de08ba589

Observation f9fcb8a1-ac9e-421d-bb4e-e09a306fc960 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Eleventh International Conference on Learning Representations , year=

Reference 4

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source=arxiv_source observed=2026-08-02T13:42:56.226652Z digest=sha256:00882e7fcc34ccb1cd8634a8c07390a810e13c150671da02e4af0af273b56567

Observation 3d13a575-0b4d-40c9-b733-b65122d65835 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Eleventh International Conference on Learning Representations , year=

Reference 5

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source=arxiv_source observed=2026-08-02T13:42:56.337791Z digest=sha256:da62115e46255edf465955d625b7b7de6061dc15f59ecf836935754e2e26fde6

Observation 7b97edd0-53ca-4b24-aa25-49ed7d861b31 · outbound

This paper cites Advances in neural information processing systems , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Advances in neural information processing systems , volume=

Reference 6

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source=arxiv_source observed=2026-08-02T13:42:56.443915Z digest=sha256:cf33e072976d735beb50d8833c6e782b065d42810bc0f39d32d420bf26ef5341

Observation 09778feb-5e0c-4a60-a259-1140aadebc96 · outbound

This paper cites Implicit Chain of Thought Reasoning via Knowledge Distillation.

MUX: Continuous Reasoning via Multiplexed Tokens Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 7

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source=arxiv_source observed=2026-08-02T13:42:56.539503Z digest=sha256:c5474e9f5ab416121c9503ecfaf8f957b716add4507efd46c28cafa3f927ad80

Observation d14f6349-31cd-4ae3-94f8-75ea477b59d4 · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

MUX: Continuous Reasoning via Multiplexed Tokens From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 8

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source=arxiv_source observed=2026-08-02T13:42:56.642540Z digest=sha256:376dbb2549ce863a35a6745d26937b87d4eec056a653ec231ec25c8cc74f8f75

Observation ec41426d-e778-4177-b5fe-6261854f1039 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Twelfth International Conference on Learning Representations , year=

Reference 9

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source=arxiv_source observed=2026-08-02T13:42:56.775009Z digest=sha256:afe546598c92fc68cd2df76c2669ad33272190b1216ecbdac6571410a906dc09

Observation 4a02a6bc-aacb-4878-8ca2-fab5a1f72d48 · outbound

This paper cites Compressed Chain of Thought: Efficient Reasoning Through Dense Representations.

MUX: Continuous Reasoning via Multiplexed Tokens Compressed Chain of Thought: Efficient Reasoning Through Dense Representations

Reference 10

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source=arxiv_source observed=2026-08-02T13:42:56.880817Z digest=sha256:17f29a30cff3174813c25ef51b44bedfea71e9dfd7db637bc094da6ba4b7f635

Observation 6ec31382-23c1-4282-9077-f671b2cf91b1 · outbound

This paper cites Second Conference on Language Modeling , year=.

MUX: Continuous Reasoning via Multiplexed Tokens Second Conference on Language Modeling , year=

Reference 11

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source=arxiv_source observed=2026-08-02T13:42:56.983004Z digest=sha256:730a3ba295e9175208470bed43e7dda1301b86295d4a461d48fd61f440a1c02b

Observation 6c9c1bf2-a138-46c0-88f1-c39ddca9e9bc · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 12

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source=arxiv_source observed=2026-08-02T13:42:57.051286Z digest=sha256:4c7b418e0f68c484ca9549aa0f5772c6b7987169577bf4f6838013cccc440264

Observation 9981ee0c-bca7-45f5-b0f0-aca794351487 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 13

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source=arxiv_source observed=2026-08-02T13:42:57.119536Z digest=sha256:724d88523b654d18cbf2409daf8d413b3a7678617cfc40a5a5d61036871d0c58

Observation 4cc38dd9-561e-429b-af0c-aed1b3be8fa7 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 14

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source=arxiv_source observed=2026-08-02T13:42:57.213722Z digest=sha256:3939c4f6abbffb404c5cdfc5213809b4e27682fb380d54eb62144d245417d04a

Observation 1af88940-cad9-42e2-a200-b647d6e45a90 · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 15

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source=arxiv_source observed=2026-08-02T13:42:57.444749Z digest=sha256:7e6e644375cf7bd11d6cfdada1a8c7be14734ab773b715233043cfebdb50bf17

Observation dc01f273-e742-4a9d-9687-51e88af93997 · outbound

This paper cites KaVa: Latent Reasoning via Compressed.

MUX: Continuous Reasoning via Multiplexed Tokens KaVa: Latent Reasoning via Compressed

Reference 16

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source=arxiv_source observed=2026-08-02T13:42:57.648887Z digest=sha256:f59836a08f9175455d776f636d2ded9e8ac89765b7c9ffb0718dc879d7c69890

Observation 34a37b59-0f35-4988-b6a7-529ca9ebf722 · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 17

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source=arxiv_source observed=2026-08-02T13:42:57.767264Z digest=sha256:7c8b62a41d053e5205ddb439e55185637213c17d8395aa63cd5a77ba57b5e10d

Observation a21a2294-b329-4ef6-9ade-e7cd8ed538e6 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Fourteenth International Conference on Learning Representations , year=

Reference 18

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source=arxiv_source observed=2026-08-02T13:42:57.932798Z digest=sha256:d277a0b3be4165148f42af644502a1cf7afb5a9313b768ca3f843989565670f2

Observation c23e9f14-93ae-4cb7-9a20-9ef397fe25b2 · outbound

This paper cites arXiv preprint arXiv:2602.08332 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2602.08332 , year=

Reference 19

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source=arxiv_source observed=2026-08-02T13:42:58.090079Z digest=sha256:b2a66f2097bb08368be8faf9d9620682853575cf9fada2eff0a64f2b909e1fdb

Observation 5e81e8b7-65a9-4263-b554-6dca05b40a99 · outbound

This paper cites Latent Thoughts Tuning: Bridging Context and Reasoning with Fused Information in Latent Tokens.

MUX: Continuous Reasoning via Multiplexed Tokens Latent Thoughts Tuning: Bridging Context and Reasoning with Fused Information in Latent Tokens

Reference 20

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source=arxiv_source observed=2026-08-02T13:42:58.223873Z digest=sha256:d03b037b6e4d57d2c48e08aac861509378710df7a3cc8c4773285c7c7eba34d8

Observation 22cace77-8bc9-4953-ad63-24e2211a9a0f · outbound

This paper cites arXiv preprint arXiv:2602.04246 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2602.04246 , year=

Reference 21

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source=arxiv_source observed=2026-08-02T13:42:58.349510Z digest=sha256:9d2f2992ee9dcb77d95582d4b91c3f90bc28e76a3e46adac20bed920ee925663

Observation 1b026c8f-c0f6-441c-a187-986375adba06 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 22

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Observation e2a5bd99-080d-4203-8a00-d8f2fa930e6a · outbound

This paper cites Making Slow Thinking Faster: Compressing.

MUX: Continuous Reasoning via Multiplexed Tokens Making Slow Thinking Faster: Compressing

Reference 23

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Observation 10baef1c-6e0f-4829-98e2-a731f122914a · outbound

This paper cites Thinking Tokens for Language Modeling.

MUX: Continuous Reasoning via Multiplexed Tokens Thinking Tokens for Language Modeling

Reference 24

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Observation 836fb71e-088f-44ba-b01d-763ef28e0652 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

MUX: Continuous Reasoning via Multiplexed Tokens Forty-second International Conference on Machine Learning , year=

Reference 25

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Observation 0049676a-fbc5-430b-9d59-2a49bd18b133 · outbound

This paper cites Think Silently, Think Fast: Dynamic Latent Compression of.

MUX: Continuous Reasoning via Multiplexed Tokens Think Silently, Think Fast: Dynamic Latent Compression of

Reference 26

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Observation cce72b20-c341-4f60-b06e-fd9a01ff0728 · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-08-02T13:42:58.919010Z digest=sha256:95f774f72f0aaa2c5b5f3066f2d86eb129567cc20c55fcb562e09854eefa7a03

Observation ee0a7fad-7eed-49ad-8325-da9dea6efe3f · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Thirteenth International Conference on Learning Representations , year=

Reference 28

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Observation f61a60de-562f-4270-85c5-328562462872 · outbound

This paper cites Scaling Latent Reasoning via Looped Language Models.

MUX: Continuous Reasoning via Multiplexed Tokens Scaling Latent Reasoning via Looped Language Models

Reference 29

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Observation c5de2bc6-9298-4f90-93e0-68215fc39d70 · outbound

This paper cites arXiv preprint arXiv:2601.21358 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2601.21358 , year=

Reference 30

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source=arxiv_source observed=2026-08-02T13:42:59.343155Z digest=sha256:38450ed2cd933d8e5b37715ed8df394d74c381cf97bdb5a4529992e55df3b55a

Observation 1e96c5b8-8bb2-44b5-9285-ea51423f96dd · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 31

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source=arxiv_source observed=2026-08-02T13:42:59.511226Z digest=sha256:b5735c1eadad78427cde8a7b28518369183bbcab310ac4d5d86012e9c0e11ecd

Observation a91a09f2-3cc9-4586-95c7-edec87f415de · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MUX: Continuous Reasoning via Multiplexed Tokens Training Verifiers to Solve Math Word Problems

Reference 32

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Observation 18f2ff68-ce08-414e-a743-fae5a4ff796a · outbound

This paper cites Proceedings of the 2021 conference of the North American chapter of the association for computational linguistics: human language technologies , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2021 conference of the North American chapter of the association for computational linguistics: human language technologies , pages=

Reference 33

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Observation 4bba2ba1-7061-48e1-abea-50dbb4fcd5c7 · outbound

This paper cites International conference on machine learning , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens International conference on machine learning , pages=

Reference 34

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Observation c04530cb-eba6-4d12-852c-26fd46dfdc2c · outbound

This paper cites Proceedings of the 2015 conference on empirical methods in natural language processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2015 conference on empirical methods in natural language processing , pages=

Reference 35

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Observation 8adf82ba-ff32-4e79-a297-3d9fe485e00a · outbound

This paper cites OpenAI blog , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens OpenAI blog , volume=

Reference 36

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source=arxiv_source observed=2026-08-02T13:43:00.157036Z digest=sha256:8ebb3242025646db1dc8d9ee87f067aa62ce1ef60ad4e230e44c811283d31b76

Observation f09c168f-e4bc-4317-bb7d-75118d50e6ac · outbound

This paper cites Llama 3.2:.

MUX: Continuous Reasoning via Multiplexed Tokens Llama 3.2:

Reference 37

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source=arxiv_source observed=2026-08-02T13:43:00.218623Z digest=sha256:6cfed7a22d881d8faead550cbc5181dc0564e8dcfe920dddf60af5df23a69ad6

Observation 5c621766-7163-4440-8990-a4c7e9f43c56 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

MUX: Continuous Reasoning via Multiplexed Tokens Gaussian Error Linear Units (GELUs)

Reference 38

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source=arxiv_source observed=2026-08-02T13:43:00.271955Z digest=sha256:b90f1c7bbbac8206fb1d3005f379ef1f81f84442b6f1ba578b2057064133c46d

Observation 210a32f1-fc60-485c-b1ad-219aab88cd45 · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 39

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source=arxiv_source observed=2026-08-02T13:43:00.347948Z digest=sha256:b9021e180130d21aec344208e7b6442a4977dc46c54c4120b56c269eb72ac061

Observation 725f136c-1f49-49f5-b86d-8e4b21823764 · outbound

This paper cites Fast Quiet-.

MUX: Continuous Reasoning via Multiplexed Tokens Fast Quiet-

Reference 40

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source=arxiv_source observed=2026-08-02T13:43:00.405910Z digest=sha256:810f0f27d9d1eb908e3aa97ba5496801aee3d1ccd208de25728a34f587b8c647

Observation 01385eb1-579e-4945-b7c6-be5a8f064cc5 · outbound

This paper cites SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning.

MUX: Continuous Reasoning via Multiplexed Tokens SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning

Reference 41

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source=arxiv_source observed=2026-08-02T13:43:00.461282Z digest=sha256:1c76ef9191ed3748534f33d8cbf3447c284fd501897153a5a457096b0d39389d

Observation ae7c3db7-0769-41fa-88ec-3191507e339d · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 42

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source=arxiv_source observed=2026-08-02T13:43:00.540724Z digest=sha256:18592696f1a1890a5a637916a418637080f8f80b651cf0887ffddf3f1413b8ee

Observation 0ad917a7-d999-4685-9ca7-9ef8585bcad5 · outbound

This paper cites A Survey on Latent Reasoning.

MUX: Continuous Reasoning via Multiplexed Tokens A Survey on Latent Reasoning

Reference 43

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source=arxiv_source observed=2026-08-02T13:43:00.604094Z digest=sha256:94ca9e44599bad25942f84383cc9c774e5b018c3babad0fc6845dcf254b353f9

Observation de95420f-cd66-44eb-ad08-2c1ebba35032 · outbound

This paper cites arXiv preprint arXiv:2505.16782 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2505.16782 , year=

Reference 44

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no resolver link, observed 2026-08-02T13:43:00.680711Z

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source=arxiv_source observed=2026-08-02T13:43:00.680711Z digest=sha256:cbef0a771cd769aa792bc7ec87d59db54044bd0e40996870df8efbd096f56e7a

Observation c41cb3d0-e1e6-4a3b-b161-e8078d58b81b · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 45

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no resolver link, observed 2026-08-02T13:43:00.742057Z

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source=arxiv_source observed=2026-08-02T13:43:00.742057Z digest=sha256:0d9e084c95cee285e010117505c71ce67975f7a4edc0f2e374556bd6c06dc9f6

Observation 98578dee-bd04-41cb-acea-31eb7b078b74 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 46

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no resolver link, observed 2026-08-02T13:43:00.795818Z

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source=arxiv_source observed=2026-08-02T13:43:00.795818Z digest=sha256:692cd18f1e50350b96ba8208aaf6bc644efc7a352462a7ee6f58c7d96bd0f03f

Observation 324a4eb4-482e-4d03-a5e0-156ff23bcbe5 · outbound

This paper cites Chain Of Thought Compression: A Theoretical Analysis.

MUX: Continuous Reasoning via Multiplexed Tokens Chain Of Thought Compression: A Theoretical Analysis

Reference 47

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source=arxiv_source observed=2026-08-02T13:43:00.870250Z digest=sha256:be87a1ec17d81c263fb62f30fcf2ccfea1ebc4b99cc451c56fb6463098d677a8

Observation fe8eec40-605a-4b0e-bbe9-7861070278ff · outbound

This paper cites Soft Thinking: Unlocking the Reasoning Potential of.

MUX: Continuous Reasoning via Multiplexed Tokens Soft Thinking: Unlocking the Reasoning Potential of

Reference 48

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source=arxiv_source observed=2026-08-02T13:43:00.952624Z digest=sha256:ec302724c999bbf72a89c1d39aaa54e9d744e9da528ac0000c4e1fbea857a510

Observation b6f7aab2-7fcc-4c0f-9776-8ad7d4346e6e · outbound

This paper cites arXiv preprint arXiv:2601.08808 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2601.08808 , year=

Reference 49

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source=arxiv_source observed=2026-08-02T13:43:01.033724Z digest=sha256:95663a8efdac8824406e21e4d718862da99c5e4f372f50eef88b3b3803963679

Observation 31699e46-14a5-4319-add2-3537f2064104 · outbound

This paper cites arXiv preprint arXiv:2511.06411 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2511.06411 , year=

Reference 50

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source=arxiv_source observed=2026-08-02T13:43:01.143994Z digest=sha256:9e262631f0f9c0af6706fd51a54fd67cb9d641cb7615b968440b8766cac90e5f

Observation 98653855-ec7e-45fb-bd3c-b28b46d624a6 · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 51

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source=arxiv_source observed=2026-08-02T13:43:01.210032Z digest=sha256:a4319dd97724b3b0b00e41973213a7aa297432a4293b5f285b5b41feefa3df64

Observation 956017a7-0b80-4b9b-93c5-43af95f3648f · outbound

This paper cites Neurocomputing , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Neurocomputing , volume=

Reference 52

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source=arxiv_source observed=2026-08-02T13:43:01.283600Z digest=sha256:4e981678774eb0501cd1116a0ed1f8a018ffa165a1dfd271101a60031d535505

Observation a0324cf7-d3aa-4cf1-8eac-2adb2bc90727 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens The Eleventh International Conference on Learning Representations , year=

Reference 53

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source=arxiv_source observed=2026-08-02T13:43:01.371438Z digest=sha256:f971601384c669a8c423761d17c27f142f1f104a0b65202db3e81dfeb5bd3c85

Observation 6b6c87d5-a997-4f7b-91c4-9372b10993e0 · outbound

This paper cites GPT-4o System Card.

MUX: Continuous Reasoning via Multiplexed Tokens GPT-4o System Card

Reference 54

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source=arxiv_source observed=2026-08-02T13:43:01.424423Z digest=sha256:6f83c890ef497bff9cd070c1a1ba914fdf337daaaa29c795d37664fc1140815e

Observation e3eeacaf-961a-42cf-8e29-357fa3250ad0 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

MUX: Continuous Reasoning via Multiplexed Tokens Gemini: A Family of Highly Capable Multimodal Models

Reference 55

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no resolver link, observed 2026-08-02T13:43:01.492786Z

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source=arxiv_source observed=2026-08-02T13:43:01.492786Z digest=sha256:56ebdd6713686c0f82df25a6b92ef2ae25c848830dc7e9aaa0b64e196e280175

Observation b4138ad3-4b10-4733-b6a7-34f65e405c88 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MUX: Continuous Reasoning via Multiplexed Tokens LLaMA: Open and Efficient Foundation Language Models

Reference 56

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source=arxiv_source observed=2026-08-02T13:43:01.591907Z digest=sha256:171fabc14937faed6cf8f1ef053d5762039891e38327045b1039857183b4fd01

Observation fd8e1282-3f82-47e6-9c90-5acc9785883f · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 57

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no resolver link, observed 2026-08-02T13:43:01.675448Z

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source=arxiv_source observed=2026-08-02T13:43:01.675448Z digest=sha256:1c7feab793d76d3fc251c0f0df4ade53c28049e65911786ff8e18261d5ccfdfb

Observation e79412d0-60cf-4107-b820-51250b26d372 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 58

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no resolver link, observed 2026-08-02T13:43:01.745922Z

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source=arxiv_source observed=2026-08-02T13:43:01.745922Z digest=sha256:7f625d5c24d9be6a39021d1694d788d82a7d3e07298f0aea191fa5d01736029c

Observation 003c7d3a-b5bf-44a6-8f45-db90030a9f9d · outbound

This paper cites arXiv preprint arXiv:2510.15522 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2510.15522 , year=

Reference 59

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source=arxiv_source observed=2026-08-02T13:43:01.815464Z digest=sha256:a160cfa4b5e937e30f57b3b8c0fd4eb5e96b003bc28cd26a748882ab642e90a4

Observation ada476fb-c357-4c42-8ef7-2a355027ea63 · outbound

This paper cites Advances in neural information processing systems , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Advances in neural information processing systems , volume=

Reference 60

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source=arxiv_source observed=2026-08-02T13:43:01.889067Z digest=sha256:4232d8b562db98649eb7a336a55ca301f0ac333b1efd58ecdc52d89eedeb0c31

Observation e43b2a92-3751-4beb-a835-5739fe504b4e · outbound

This paper cites Distilling the Knowledge in a Neural Network.

MUX: Continuous Reasoning via Multiplexed Tokens Distilling the Knowledge in a Neural Network

Reference 61

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source=arxiv_source observed=2026-08-02T13:43:01.981764Z digest=sha256:684c0e423d630f8d5f5a781915cd005a8d2a8208b0c0bd0f16f8518a67e640c8

Observation c10c5d64-828b-4b02-b7f9-59de748b9def · outbound

This paper cites Advances in neural information processing systems , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Advances in neural information processing systems , volume=

Reference 62

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no resolver link, observed 2026-08-02T13:43:02.054607Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:02.054607Z digest=sha256:4419c5dfe183982d2a5d2cf601434bc2df4215fe63f3a660b4742fd86cdb3642

Observation e504a526-8ca6-4027-be18-e295e61cbf57 · outbound

This paper cites ACM computing surveys (CSUR) , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens ACM computing surveys (CSUR) , volume=

Reference 63

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source=arxiv_source observed=2026-08-02T13:43:02.152018Z digest=sha256:706edc75ec99932ac93d425d489261952dccea86006519f72d2ca744fc0ac911

Observation 42d46baf-54de-4d23-9992-ac79379d7382 · outbound

This paper cites 2002 , publisher=.

MUX: Continuous Reasoning via Multiplexed Tokens 2002 , publisher=

Reference 64

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source=arxiv_source observed=2026-08-02T13:43:02.220012Z digest=sha256:b68c14f7df613b965d1ce7fe0d16f8f4b0f049c5856eeaafda105d29e12e490b

Observation f81a79eb-bc99-46cf-861f-dceed2730561 · outbound

This paper cites Advances in neural information processing systems , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Advances in neural information processing systems , volume=

Reference 65

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no resolver link, observed 2026-08-02T13:43:02.280318Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:02.280318Z digest=sha256:e9a8b282c9c1c228d9fb522a5aa4c9862ed3b4c6e27b968fc24a0dff6e5e8f1e

Observation 394e5e16-f47b-4754-87b9-88b54b56b025 · outbound

This paper cites GPT-4 Technical Report.

MUX: Continuous Reasoning via Multiplexed Tokens GPT-4 Technical Report

Reference 66

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source=arxiv_source observed=2026-08-02T13:43:02.348140Z digest=sha256:0452a26052c5ac4de7a75499a1bd7bbeacd7aa121b07a46e1588101e9c5ad41c

Observation 3e89839b-ca3c-4853-a61b-15c4b824121d · outbound

This paper cites The Llama 3 Herd of Models.

MUX: Continuous Reasoning via Multiplexed Tokens The Llama 3 Herd of Models

Reference 67

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source=arxiv_source observed=2026-08-02T13:43:02.432820Z digest=sha256:7ecb9350269177a9dab7522e0c543ef170eb2663248c9a9293f7c64ee63ffc11

Observation 718c0b0e-b037-4b30-9cfa-b347550222ee · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 68

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source=arxiv_source observed=2026-08-02T13:43:02.504359Z digest=sha256:8064b18e845ef5d613f3ee7dfac5204b849931ba76a2fe245ce161032d4c73fd

Observation 20d23602-a65c-4ecd-bf05-fee77efe0989 · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 69

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:02.554228Z digest=sha256:8534c4a1ef48756831287942a98a9dc87d9be97b7bcf646d0a2afd907b87ff6b

Observation 8f839aad-0a75-4bd5-8497-049d6baaafa7 · outbound

This paper cites arXiv preprint arXiv:2512.21711 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2512.21711 , year=

Reference 70

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source=arxiv_source observed=2026-08-02T13:43:02.606352Z digest=sha256:bc7d776c9fe51aae8da4542c0447328fdc11434f9b87342b2fbb6ce5fce8cf6e

Observation f5d10966-5974-4b9a-ac9e-268454865ff9 · outbound

This paper cites 50 Years of Integer Programming 1958-2008: from the Early Years to the State-of-the-Art , pages=.

MUX: Continuous Reasoning via Multiplexed Tokens 50 Years of Integer Programming 1958-2008: from the Early Years to the State-of-the-Art , pages=

Reference 71

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source=arxiv_source observed=2026-08-02T13:43:02.683708Z digest=sha256:55ee8577c039f5a3067ceaeb39f20ca734ce759e8468f033139d4bc8bb290d01

Observation 57a3b2db-0b32-4856-a58d-0a91cdc064f9 · outbound

This paper cites International Conference on Learning Representations , year=.

MUX: Continuous Reasoning via Multiplexed Tokens International Conference on Learning Representations , year=

Reference 72

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no resolver link, observed 2026-08-02T13:43:02.770205Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:43:02.770205Z digest=sha256:9ff94e657d980f9e65b21a65d219000862059d5e8dc13b4540d49940c5c2df2a

Observation 228cb5c9-b3b6-44d6-b8c0-53ac07193679 · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 73

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source=arxiv_source observed=2026-08-02T13:43:02.853123Z digest=sha256:a77c14d6934e6ca1817c83a74053944b8f69178e199127ba001c9b2611274a0c

Observation 1f4843f3-c048-4e4f-9019-db422595e968 · outbound

This paper cites arXiv preprint arXiv:2602.22441 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2602.22441 , year=

Reference 74

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source=arxiv_source observed=2026-08-02T13:43:02.940104Z digest=sha256:de94571c91ee6f4c0cf39f9841d0cea3149cb5b92909e0a9baee5a993bf22c37

Observation 7f14f5b1-c62d-4efc-aef8-6acc40bf1133 · outbound

This paper cites Are Latent Reasoning Models Easily Interpretable?.

MUX: Continuous Reasoning via Multiplexed Tokens Are Latent Reasoning Models Easily Interpretable?

Reference 75

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no resolver link, observed 2026-08-02T13:43:03.008777Z

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source=arxiv_source observed=2026-08-02T13:43:03.008777Z digest=sha256:916050ce84fd7152672e6e100b2932fc529b20ee04b52e67bdf0d49d0adcb952

Observation 76e1f9be-c3ec-4f0e-9a94-c8040b4a08fe · outbound

This paper cites Towards eliciting latent knowledge from LLMs with mechanistic interpretability.

MUX: Continuous Reasoning via Multiplexed Tokens Towards eliciting latent knowledge from LLMs with mechanistic interpretability

Reference 76

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:03.078595Z digest=sha256:bb846644f1a70c55b62bb3d8af7f74cf26f4fd2275f519b19a69c8337a0c8c82

Observation e30021ef-513b-412f-a93e-049072c233c6 · outbound

This paper cites arXiv preprint arXiv:2602.00449 , year=.

MUX: Continuous Reasoning via Multiplexed Tokens arXiv preprint arXiv:2602.00449 , year=

Reference 77

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:03.167229Z digest=sha256:e796c63b4ec3ab590072750e658bea966ce98f6f2757a3c041a731ded6617b5a

Observation 239bb5ce-3d7f-4184-b64a-17472fea73d0 · outbound

This paper cites 2000 , publisher=.

MUX: Continuous Reasoning via Multiplexed Tokens 2000 , publisher=

Reference 78

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source=arxiv_source observed=2026-08-02T13:43:03.220950Z digest=sha256:1205e4855031bcca2dbe65b9cbe6b51579d4bfa0ae4ccd8ef7f1b63363224ca7

Observation e3102aef-4a59-4490-89b0-c987d08b293b · outbound

This paper cites Scaling Laws for Neural Language Models.

MUX: Continuous Reasoning via Multiplexed Tokens Scaling Laws for Neural Language Models

Reference 79

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source=arxiv_source observed=2026-08-02T13:43:03.293362Z digest=sha256:81eacd12e979b510fab85c67fc2c167d6f4fd681303d42b3e6ee1675d80383cf

Observation 01c5dfbb-d4c9-4b11-8506-27b4e6a7911d · outbound

This paper cites an unresolved cited work.

MUX: Continuous Reasoning via Multiplexed Tokens Unresolved cited work

Reference 80

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:03.377038Z digest=sha256:f3f7b24dd8e0c2de353a468584af5234c357442544ef8cc39296a48b527499fd

Observation 2400b5a0-3d7c-4409-b665-884c7ba52bb7 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens Transactions of the Association for Computational Linguistics , volume=

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:03.460718Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:43:03.460718Z digest=sha256:0cc6da0f02f3af3e4fb2569b3a6afca0898091472aaa6e392e6956447aa0b457

Observation d4b270ac-ee39-4f3b-87bd-c59bd3366d30 · outbound

This paper cites IEEE Transactions on Information Theory , volume=.

MUX: Continuous Reasoning via Multiplexed Tokens IEEE Transactions on Information Theory , volume=

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:03.518231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:43:03.518231Z digest=sha256:0d302b6e7403a36ccd97f3b2ce5809ed39d111505f99ca20b08a293d05a425bc

Pith citing papers

No inbound Pith citation observations are available.