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Paper Citation Record · LEDGER

Do LLMs Dream of Discrete Algorithms?

As of 19 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2506.23408.

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

pith.paper-citation-record.v1
2506.23408 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:46:30.138696Z

measured 75 of 75 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 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

75 of 75 outbound references displayed

  • verified exact1
  • verified fuzzy52
  • unresolved19
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 560555cc-1de9-46d2-99df-0e44d94d859e · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 1

Resolution
unresolved
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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.

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Observation c7a2c4e1-c161-4052-965f-4b55dda08162 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 2

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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.

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Observation c98b23de-47f3-485d-a960-e8623c5aea84 · outbound

This paper cites 4 Current LLM architectures, while powerful in generating plausible text, often lack the explicit structure needed for rigorous logical reasoning and reliable problem decomposition.

Do LLMs Dream of Discrete Algorithms? 4 Current LLM architectures, while powerful in generating plausible text, often lack the explicit structure needed for rigorous logical reasoning and reliable problem decomposition

Reference 3

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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.

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Observation 04c69ab7-e87c-44d5-8515-58fdefab96d6 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 4

Resolution
unresolved
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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.

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Observation 630b451b-90a7-4450-95eb-aa323d704d00 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 5

Resolution
unresolved
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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.

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Observation e025331b-3dbd-4757-9784-32e1138f1d50 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:46:38.522369Z

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.

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Observation 3f69f9f2-610f-445b-85a2-2de1037ae70a · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 7

Resolution
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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.

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Observation adf9d6c5-1b15-4727-b7c9-52d3bc8d5bc4 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 8

Resolution
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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.

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Observation 4706e16e-5744-4275-8906-f8a4114e7d11 · outbound

This paper cites The reader can easily see that the first question requires just a simple yes/no answer.

Do LLMs Dream of Discrete Algorithms? The reader can easily see that the first question requires just a simple yes/no answer

Reference 9

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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.

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Observation fe075a39-396f-4a54-a1c8-b79e37c04a8d · outbound

This paper cites To answer the first question, we will refer the user to [20].

Do LLMs Dream of Discrete Algorithms? To answer the first question, we will refer the user to [20]

Reference 10

Resolution
verified fuzzy
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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.

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Observation a2ef1cce-0d34-4b5f-9af9-0fed9fcf61c4 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 11

Resolution
unresolved
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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.

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Observation 559e4f2d-a1c9-4155-8017-c4c2885e5695 · outbound

This paper cites explanation.

Do LLMs Dream of Discrete Algorithms? explanation

Reference 12

Resolution
verified fuzzy
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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.

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Observation 6f659d2d-c220-4bdf-b8d8-fee3453f69d3 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 13

Resolution
unresolved
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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.

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Observation d0a741c1-33a8-4aad-a3c6-303bb53256dd · outbound

This paper cites As advantage, it connects directly to Python infrastruc- ture.

Do LLMs Dream of Discrete Algorithms? As advantage, it connects directly to Python infrastruc- ture

Reference 14

Resolution
verified fuzzy
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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.

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Observation d796cf59-8f4a-4c5f-9dcc-78a4394fa0d7 · outbound

This paper cites As advantage, this allows one to have better control over hallucination and security, and even use smaller or sim- pler models to generate the code.

Do LLMs Dream of Discrete Algorithms? As advantage, this allows one to have better control over hallucination and security, and even use smaller or sim- pler models to generate the code

Reference 15

Resolution
verified fuzzy
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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.

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Observation 552f1365-3cf9-44b3-a828-aa357f531098 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 16

Resolution
unresolved
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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.

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Observation 4f68625e-a06e-4d7b-a480-d62c0dd3ed81 · outbound

This paper cites The ai scientist: Towards fully automated open-ended scien- tific discovery.

Do LLMs Dream of Discrete Algorithms? The ai scientist: Towards fully automated open-ended scien- tific discovery

Reference 17

Resolution
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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.

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Observation fd340205-4e63-4245-b1f9-6997c095eaa7 · outbound

This paper cites Ai agents are disrupting automation: Current approaches, market solutions and rec- ommendations, 2024.

Do LLMs Dream of Discrete Algorithms? Ai agents are disrupting automation: Current approaches, market solutions and rec- ommendations, 2024

Reference 18

Resolution
verified fuzzy
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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.

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Observation eb69044a-a5b0-408d-9df1-f32d4b47544c · outbound

This paper cites Piantadosi.

Do LLMs Dream of Discrete Algorithms? Piantadosi

Reference 19

Resolution
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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.

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Observation 80e4f785-fddd-45ed-8c21-ab4bad526341 · outbound

This paper cites Enhancing llm reasoning through prolog: A breakthrough in symbolic logic processing, March 2025.

Do LLMs Dream of Discrete Algorithms? Enhancing llm reasoning through prolog: A breakthrough in symbolic logic processing, March 2025

Reference 20

Resolution
verified fuzzy
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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.

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Observation 4b264e90-8883-4e2a-b376-7c0bb9b417c7 · outbound

This paper cites Clocksin.

Do LLMs Dream of Discrete Algorithms? Clocksin

Reference 21

Resolution
verified fuzzy
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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.

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Observation e85a60a9-9f36-4ba7-8e50-016e364f0818 · outbound

This paper cites Crewai: Orchestrate autonomous ai agents as a crew.

Do LLMs Dream of Discrete Algorithms? Crewai: Orchestrate autonomous ai agents as a crew

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:36.382946Z

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.

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Observation 4dffa0e9-ec97-4242-8348-d8ed2b3f85bd · outbound

This paper cites Experimenting with planning and reasoning in ad 33 hoc teamwork environments with large language models.

Do LLMs Dream of Discrete Algorithms? Experimenting with planning and reasoning in ad 33 hoc teamwork environments with large language models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:36.226091Z

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.

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Observation 4f91e6ef-ae93-4d85-a323-b448818f5274 · outbound

This paper cites Se- cure by design alert: Eliminating os command injection vul- nerabilities.

Do LLMs Dream of Discrete Algorithms? Se- cure by design alert: Eliminating os command injection vul- nerabilities

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:36.069638Z

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.

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Observation a70d1199-4de4-4fcf-a841-2d169beb8c61 · outbound

This paper cites Data visualization reference guides, 2025.

Do LLMs Dream of Discrete Algorithms? Data visualization reference guides, 2025

Reference 25

Resolution
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raw_fallback, observed 2026-08-06T21:46:34.183112Z

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.

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Observation c055ab93-050f-4ca0-bf5f-b5490844d198 · outbound

This paper cites Z3: an efficient smt solver,.

Do LLMs Dream of Discrete Algorithms? Z3: an efficient smt solver,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.949231Z

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.

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Observation aeef31e0-a69d-43ec-a8b3-cf3fb5bb46c5 · outbound

This paper cites Pierrehumbert.

Do LLMs Dream of Discrete Algorithms? Pierrehumbert

Reference 27

Resolution
verified fuzzy
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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.

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Observation 75d583f8-2ed5-4b74-a6ce-741d845627f8 · outbound

This paper cites The Lean Language Ref- erence Manual.

Do LLMs Dream of Discrete Algorithms? The Lean Language Ref- erence Manual

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.704879Z

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.

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Observation 1206aa1b-1ded-446c-a0ef-b0571c744442 · outbound

This paper cites Reasoning and planning with large language models in code development.

Do LLMs Dream of Discrete Algorithms? Reasoning and planning with large language models in code development

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.572824Z

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.

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Observation 5899d31b-fb5d-4746-a182-7155855e20a6 · outbound

This paper cites Smolagents: Agents that think in code.

Do LLMs Dream of Discrete Algorithms? Smolagents: Agents that think in code

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.456496Z

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.

source=pdf_text observed=2026-08-06T21:46:25.589949Z digest=sha256:fded4055313646e700464376d1a16544f6c4bcaacda2d1fadae101f12e9ed35a

Observation dca39576-6eef-4393-ac30-3fe8b342d0eb · outbound

This paper cites A survey on rag meeting llms: Towards retrieval-augmented large language models, 2024.

Do LLMs Dream of Discrete Algorithms? A survey on rag meeting llms: Towards retrieval-augmented large language models, 2024

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.387211Z

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.

source=pdf_text observed=2026-08-06T21:46:25.684123Z digest=sha256:9876e0a1a858acb8e2a0a5eb8f85278ce8a0849453cc0214d9083ca2a829f215

Observation 7c598b43-5310-4724-bd55-50f126a2a1b9 · outbound

This paper cites D’Avila Garcez, Luis C.

Do LLMs Dream of Discrete Algorithms? D’Avila Garcez, Luis C

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.247403Z

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.

source=pdf_text observed=2026-08-06T21:46:25.810507Z digest=sha256:2ba55125534229becb0d8080a7431bbbf4b2300ca22f40a970a552993524d2a4

Observation 9440762e-e690-4e95-a3db-e0c6ab07f222 · outbound

This paper cites The 4 degrees of anthropomorphism of generative ai.

Do LLMs Dream of Discrete Algorithms? The 4 degrees of anthropomorphism of generative ai

Reference 33

Resolution
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raw_fallback, observed 2026-08-06T21:46:35.140656Z

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.

source=pdf_text observed=2026-08-06T21:46:25.906507Z digest=sha256:1256e5bde56e840e70d88e971b1d214fbe6c77acbd630f7fbeb43ae0db70dce5

Observation fbbeac0e-c919-489e-9798-be0c6a013234 · outbound

This paper cites On the potential of logic and reasoning in neurosymbolic systems using owl-based knowledge graphs.

Do LLMs Dream of Discrete Algorithms? On the potential of logic and reasoning in neurosymbolic systems using owl-based knowledge graphs

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:35.024679Z

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.

source=pdf_text observed=2026-08-06T21:46:26.020103Z digest=sha256:bd2b1aaf91deae169664e82bfb40e040d8f8f9656ed1395ccf02889847695b12

Observation 618605a2-2603-47fe-bd6d-15913f612cdc · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

Do LLMs Dream of Discrete Algorithms? A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:34.912563Z

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.

source=pdf_text observed=2026-08-06T21:46:26.122555Z digest=sha256:bd23944cc2bc1ab6d4418b44b5bcaf046f843d79ee37a1b6c798acd574c05580

Observation 1832f3f9-8050-4583-8e4a-d5e666003ee7 · outbound

This paper cites A Survey on Knowledge Graphs: Representation, Acquisition and Applications.

Do LLMs Dream of Discrete Algorithms? A Survey on Knowledge Graphs: Representation, Acquisition and Applications

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:26.204865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:26.204865Z digest=sha256:caf41ac3dc22485afdb5e31cfad5c0ea3d798743a52ec8479853e18540917fca

Observation 8df363df-33cd-4c29-a195-4736e5a62e85 · outbound

This paper cites Effort and Size Estimation in Software Projects with Large Language Model-based Intelligent Interfaces.

Do LLMs Dream of Discrete Algorithms? Effort and Size Estimation in Software Projects with Large Language Model-based Intelligent Interfaces

Reference 37

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T21:46:30.396486Z

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.

source=pdf_text observed=2026-08-06T21:46:26.323279Z digest=sha256:f16ddba7df2ad3f8f7adff17c9654a950a02b3685d9827619d53756a1a7e481f

Observation a7d37818-ff3c-4ad0-9482-9f813f9c06b2 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:46:34.833794Z

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.

source=pdf_text observed=2026-08-06T21:46:26.423312Z digest=sha256:ff596d9055aa72f8e82d3bc307cb96db9e5e999dd82fbd1842e670c433d4070f

Observation e3525506-0048-4971-b927-036df4727e3b · outbound

This paper cites (how) do reasoning models reason? Annals of the New York Academy of Sciences, April 2025.

Do LLMs Dream of Discrete Algorithms? (how) do reasoning models reason? Annals of the New York Academy of Sciences, April 2025

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:34.684931Z

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.

source=pdf_text observed=2026-08-06T21:46:26.558589Z digest=sha256:052de2284ad253602e6b0614b61f09125fa1400475d2a20546d1b5f9c74f1841

Observation 5eec2c92-bd3b-4eaa-b038-bc784115c084 · outbound

This paper cites Position: Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces!.

Do LLMs Dream of Discrete Algorithms? Position: Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces!

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:26.709714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:26.709714Z digest=sha256:6cf19c65719c4341b1a05cca34a4fbf54415a281d78e48cf24834243febcf809

Observation ba2e6efd-f66d-4e7c-8e66-220ba86cf021 · outbound

This paper cites Software is changing (again), 2025.

Do LLMs Dream of Discrete Algorithms? Software is changing (again), 2025

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:34.441589Z

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.

source=pdf_text observed=2026-08-06T21:46:26.909504Z digest=sha256:ff8563e0f2d44319d11df8bbe5d5484ccd4ac73ff3e6ed6c1aa854abdaf9309b

Observation ee6d8d61-89c1-4643-8ac1-47a130445281 · outbound

This paper cites On the self-verification limitations of large language models on reasoning and planning tasks, 2024.

Do LLMs Dream of Discrete Algorithms? On the self-verification limitations of large language models on reasoning and planning tasks, 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.131778Z

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.

source=pdf_text observed=2026-08-06T21:46:28.684315Z digest=sha256:b162c6b799a4fcf36676fe4ee638a3a0a355eb1f04f0db06fdb1221108d9e94f

Observation dd18171c-0d77-4178-9e0c-cc5c2fd3e897 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks, 2021.

Do LLMs Dream of Discrete Algorithms? Retrieval-augmented generation for knowledge-intensive nlp tasks, 2021

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.981822Z

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.

source=pdf_text observed=2026-08-06T21:46:27.149598Z digest=sha256:6e67af4383e90c32db195edf10ea6fb320a848931204d36ca63f2b004960030a

Observation 8b22fbde-569c-40f0-909c-529964bcb65b · outbound

This paper cites Thought-like-pro: Enhancing reasoning of large language models through self-driven prolog-based chain-of- thought, 2024.

Do LLMs Dream of Discrete Algorithms? Thought-like-pro: Enhancing reasoning of large language models through self-driven prolog-based chain-of- thought, 2024

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.926535Z

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.

source=pdf_text observed=2026-08-06T21:46:28.874149Z digest=sha256:e36282e7a066d219e1e89eb29cbaa9da98169a14a7fb2e9e5c1596a57a8a6386

Observation ba67102e-3e51-4c80-a178-db3a27cb545c · outbound

This paper cites Large language mod- eling.

Do LLMs Dream of Discrete Algorithms? Large language mod- eling

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.537831Z

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.

source=pdf_text observed=2026-08-06T21:46:27.343966Z digest=sha256:aeecca1fbb6b6d5796b48cee023a4a26eb940da56f809ef2ed78767ca2037b5f

Observation dca4e8c0-a7d4-4b3b-8ac3-0af7e0c8e4fc · outbound

This paper cites Llm and prolog: the logical alternative to chain-of-thought reasoning, April 2025.

Do LLMs Dream of Discrete Algorithms? Llm and prolog: the logical alternative to chain-of-thought reasoning, April 2025

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.438296Z

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.

source=pdf_text observed=2026-08-06T21:46:27.422639Z digest=sha256:2085ccc10c41632f7c156521d46799201cb0b6ecc6e816b8c881999feac80911

Observation 19c859fa-4190-472a-bf26-ef3fea7deafe · outbound

This paper cites Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, and Tianyi Zhou.

Do LLMs Dream of Discrete Algorithms? Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, and Tianyi Zhou

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.350634Z

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.

source=pdf_text observed=2026-08-06T21:46:27.533355Z digest=sha256:bc5cb5217f3ea5d2d9286796dd49ce3211ac6b7944a69b96d5b1602675ae845b

Observation 1fa97271-ecbf-4b17-9b1e-8b2dbc78ad63 · outbound

This paper cites Visit swe- den, 2025.

Do LLMs Dream of Discrete Algorithms? Visit swe- den, 2025

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.243811Z

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.

source=pdf_text observed=2026-08-06T21:46:27.645159Z digest=sha256:cbd908aa4c36bbaa90927dd89e48a7d6a36a3fe521d9d8e50e14fb9b3b294578

Observation 7bed0207-6e56-4422-8a43-26123039eb73 · outbound

This paper cites A Brief History of Computing.

Do LLMs Dream of Discrete Algorithms? A Brief History of Computing

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.127820Z

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.

source=pdf_text observed=2026-08-06T21:46:27.720454Z digest=sha256:d67a663eed4c206cdf56144240b6fdd66edb16f52b38ca79bb26b5d5f971890b

Observation acf47ba1-0cab-4e61-925d-e4f5b008eec3 · outbound

This paper cites Logic-lm: Empowering large language models with symbolic solvers for faithful logical reasoning, 2023.

Do LLMs Dream of Discrete Algorithms? Logic-lm: Empowering large language models with symbolic solvers for faithful logical reasoning, 2023

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:27.864475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:27.864475Z digest=sha256:04d99f7c9efc5bb9d30f413e891313899120ea80278ffae7de8b063789218920

Observation 0808b179-79dd-467d-a475-1e5638248493 · outbound

This paper cites Lee, and Eunho Yang.

Do LLMs Dream of Discrete Algorithms? Lee, and Eunho Yang

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.031753Z

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.

source=pdf_text observed=2026-08-06T21:46:27.956942Z digest=sha256:71b31f36dbede3b118929a942798cd3ae18f96f21f73fadfa9f114b5496f36c5

Observation 166622d7-afa6-4f24-9354-db44eed88f3a · outbound

This paper cites Prolog’s role in the llm era – part 1, August 2024.

Do LLMs Dream of Discrete Algorithms? Prolog’s role in the llm era – part 1, August 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.924290Z

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.

source=pdf_text observed=2026-08-06T21:46:28.044878Z digest=sha256:435b0782ce73c31316212ea3a58bdf63c46e1e8af32dc7ac66d982a5080559a1

Observation 389d0da3-9bae-4e0a-9228-5ffc1d76f1d3 · outbound

This paper cites Cot is not true reasoning, it is just a tight constraint to imitate: A theory perspective, 2025.

Do LLMs Dream of Discrete Algorithms? Cot is not true reasoning, it is just a tight constraint to imitate: A theory perspective, 2025

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.829420Z

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.

source=pdf_text observed=2026-08-06T21:46:28.122088Z digest=sha256:43f1bb5c1c350b510e1eb6a6c9f6f9b8c7f768d1055a4c4787d93b3d7cfca526

Observation 7442f5c6-1a72-41a8-8586-44c1ca5a909c · outbound

This paper cites Ho, Carl Yang, and May Dongmei Wang.

Do LLMs Dream of Discrete Algorithms? Ho, Carl Yang, and May Dongmei Wang

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.726887Z

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.

source=pdf_text observed=2026-08-06T21:46:28.194887Z digest=sha256:2ad853926c0bb0b270d42d8a46c61196328a1c3ddc55c789c1818be666e287cb

Observation 33371f99-c032-4c31-ba62-752a8992f526 · outbound

This paper cites The illusion of thinking: Understanding the strengths and limitations of reasoning models via the lens of problem complexity, 2025.

Do LLMs Dream of Discrete Algorithms? The illusion of thinking: Understanding the strengths and limitations of reasoning models via the lens of problem complexity, 2025

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.626445Z

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.

source=pdf_text observed=2026-08-06T21:46:28.275194Z digest=sha256:f2c442742ea9148193c9dd341131cb33dc83309c619eff2f6dcc8009f66896a3

Observation a59b2d31-24f0-4026-a093-9c71f139a283 · outbound

This paper cites The ripple effect: How innovation disrupts, 2024.

Do LLMs Dream of Discrete Algorithms? The ripple effect: How innovation disrupts, 2024

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.472194Z

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.

source=pdf_text observed=2026-08-06T21:46:28.390315Z digest=sha256:5e1a6a07803d9112a7afef563eb019105d1799261dd4ed652cda2eb7704eee44

Observation 16c490d3-a8e6-4350-9674-c8e38c9ad7b7 · outbound

This paper cites Step into the future of zdx with 3 exciting new fea- tures: Zdx copilot, data explorer, and hosted monitoring.

Do LLMs Dream of Discrete Algorithms? Step into the future of zdx with 3 exciting new fea- tures: Zdx copilot, data explorer, and hosted monitoring

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.375238Z

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.

source=pdf_text observed=2026-08-06T21:46:28.480125Z digest=sha256:7505523a93b127713fafe193bce6a98afba7958ff45d7b4ae0ff89106f300a9c

Observation 7a698c31-fe4b-4b00-a3be-44cd374cb09d · outbound

This paper cites Asana warns mcp ai feature exposed customer data to other orgs, 2025.

Do LLMs Dream of Discrete Algorithms? Asana warns mcp ai feature exposed customer data to other orgs, 2025

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.262483Z

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.

source=pdf_text observed=2026-08-06T21:46:28.578958Z digest=sha256:94c968c365ef10a79acc65ffd00539c855fe2320ac72a1215c63d59785448237

Observation 288e6ac7-8568-4a68-a212-147bf51ff5b6 · outbound

This paper cites The Art of Prolog: Advanced Pro- gramming Techniques (Mit Press Series in Logic Programming).

Do LLMs Dream of Discrete Algorithms? The Art of Prolog: Advanced Pro- gramming Techniques (Mit Press Series in Logic Programming)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:32.063062Z

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.

source=pdf_text observed=2026-08-06T21:46:28.767852Z digest=sha256:9c73e7f320d3ae21c5203717e2b2336cbd49cf763067b423c1396d42e7b78436

Observation b67915e3-ff3f-4a83-981a-dc6dec1767db · outbound

This paper cites Hol - interactive theorem prover, 2025.

Do LLMs Dream of Discrete Algorithms? Hol - interactive theorem prover, 2025

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.800694Z

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.

source=pdf_text observed=2026-08-06T21:46:28.981911Z digest=sha256:97418abfeb0f029f58a8a46fc636859388d29c89e921cab2f85f808fff882857

Observation 1ad085c4-47ef-4c62-b513-fdcde8df35ed · outbound

This paper cites Robust, mature, free.

Do LLMs Dream of Discrete Algorithms? Robust, mature, free

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.639945Z

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.

source=pdf_text observed=2026-08-06T21:46:29.041470Z digest=sha256:88723dba14b71a2c017e15cdd2007a2b3185198354082977dac8ee54f341e4d2

Observation 8c63e514-04ca-4a6c-acaa-d39c6bddf3cd · outbound

This paper cites Log2NS: Enhancing Deep Learning Based Analysis of Logs With Formal to Prevent Survivorship Bias.

Do LLMs Dream of Discrete Algorithms? Log2NS: Enhancing Deep Learning Based Analysis of Logs With Formal to Prevent Survivorship Bias

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:46:30.288229Z

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.

source=pdf_text observed=2026-08-06T21:46:29.124315Z digest=sha256:e80f85474405fd5c8e2bf5ca0e0d31514efd3bd9762bd4e1bfb48e7b9d2a85b9

Observation bb854b47-8c65-4382-82a8-1fde1dd80aad · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:46:31.475504Z

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.

source=pdf_text observed=2026-08-06T21:46:29.222429Z digest=sha256:fe24234747b6856b365f003884862c64ea5c194479398595e70693d5a088e33d

Observation 16a96b52-d7b6-4a7a-953f-56563c77d7f6 · outbound

This paper cites Logic and Structure.

Do LLMs Dream of Discrete Algorithms? Logic and Structure

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.312090Z

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.

source=pdf_text observed=2026-08-06T21:46:29.328652Z digest=sha256:a0481ed4599dec0866a7c84a80e24454203d39cdf43e3b7db10f199e93b72adb

Observation 5d86209e-f48d-4586-9806-37f46dab6b2a · outbound

This paper cites Introduction to llm agents.

Do LLMs Dream of Discrete Algorithms? Introduction to llm agents

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.164803Z

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.

source=pdf_text observed=2026-08-06T21:46:29.401179Z digest=sha256:0bbe101117f41c6338d0612cc0208dc8bc16e6055d7d0b9bd8bd4eb688468b65

Observation a9a2147f-970e-44ff-95ec-5b3136c96212 · outbound

This paper cites Attention Is All You Need.

Do LLMs Dream of Discrete Algorithms? Attention Is All You Need

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:29.478442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:29.478442Z digest=sha256:5b98c343786fd94f7b0fc0c4ced921dba40e007bd107d80cde59ca2960aba776

Observation e15fcd11-ba93-4ff5-bf7a-58bf13d2632b · outbound

This paper cites Voorhees.

Do LLMs Dream of Discrete Algorithms? Voorhees

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.002642Z

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.

source=pdf_text observed=2026-08-06T21:46:29.595060Z digest=sha256:3ad47bd6e1ce68822ba101c7a0eb8d4d0c405953067c511b2256ddecb00042cf

Observation 61843421-b1af-43eb-a82f-8dbe2171d62f · outbound

This paper cites From human memory to ai memory: A survey on memory mechanisms in the era of llms, 2025.

Do LLMs Dream of Discrete Algorithms? From human memory to ai memory: A survey on memory mechanisms in the era of llms, 2025

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:29.679719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:29.679719Z digest=sha256:39bebd4c2d1bd22f3182a9436b596b4cfd613b05350d2b75f0813686555ed420

Observation 48664733-11de-45d4-a7fc-c0e059f65732 · outbound

This paper cites The rise and potential of large language model based agents: A survey, 2023.

Do LLMs Dream of Discrete Algorithms? The rise and potential of large language model based agents: A survey, 2023

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:29.793755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:29.793755Z digest=sha256:9c5ea295485ecb278822e9291857a76f14790644eb733c0b03a2c1ce4f22e40c

Observation dbd2a66a-dd4c-41e4-848a-517f21240f4c · outbound

This paper cites Arithmetic reasoning with llm: Prolog generation & permutation, 2024.

Do LLMs Dream of Discrete Algorithms? Arithmetic reasoning with llm: Prolog generation & permutation, 2024

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:30.833309Z

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.

source=pdf_text observed=2026-08-06T21:46:29.879979Z digest=sha256:f20ff993201ca72d4ce17e0818ce4166273ea19b4cf62a26446c048637c76923

Observation e8ea8a2c-32fb-442a-b6f9-6e079197fddc · outbound

This paper cites Ratt: A thought structure for coherent and correct llm reasoning, 2024.

Do LLMs Dream of Discrete Algorithms? Ratt: A thought structure for coherent and correct llm reasoning, 2024

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:30.669765Z

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.

source=pdf_text observed=2026-08-06T21:46:29.953200Z digest=sha256:36030cf695078242cc77ffd761e1fc42942db8fb3a5537cb947a759f91ff4af7

Observation 36e68085-ef4a-40d4-a096-117e19968a36 · outbound

This paper cites Learning to reason without external rewards, 2025.

Do LLMs Dream of Discrete Algorithms? Learning to reason without external rewards, 2025

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-06T21:46:30.039227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:30.039227Z digest=sha256:f77d22b1e728919b5ed40ea5684eb95c7627a16be5622d6709355a546fc072e1

Observation 845bc301-2262-4520-9dab-e7efbadf8027 · outbound

This paper cites Kg4diagnosis: A hierarchical multi-agent llm framework with knowledge graph enhance- ment for medical diagnosis, 2025.

Do LLMs Dream of Discrete Algorithms? Kg4diagnosis: A hierarchical multi-agent llm framework with knowledge graph enhance- ment for medical diagnosis, 2025

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:30.536739Z

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.

source=pdf_text observed=2026-08-06T21:46:30.138696Z digest=sha256:2748670da77ccf51032d72e3df6590ef43082aafb3eb2f953bdb9ac6ae72f249

Observation 3fbb9006-4ca1-42f7-a6be-28b5c2dc4130 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 2008

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T21:46:35.817609Z

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.

source=pdf_text observed=2026-08-06T21:46:25.248494Z digest=sha256:7c0444cdfda75ef02d51abba9850ae275a9d7ba0f97b13e96c92c1b9767ba5c7

Observation eefd087b-7a9c-4f24-8339-f28190cab0b7 · outbound

This paper cites an unresolved cited work.

Do LLMs Dream of Discrete Algorithms? Unresolved cited work

Reference 2024

Resolution
parse uncertain
no resolver link, observed 2026-08-06T21:46:24.957518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:46:24.957518Z digest=sha256:d8375ee5d96f27363751de15443ddfed5d05f0156d3f4752e44d7443b420e35f

Pith citing papers

No inbound Pith citation observations are available.