Pith. sign in

Paper Citation Record · LEDGER

Do LLMs Dream of Discrete Algorithms?

As of 8 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 2026-08-08T06:32:00.761636+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
raw_fallback, observed 2026-08-06T21:46:39.184042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:22.753717Z digest=sha256:171f0038e1df2ed09f91a7bd29c0ed80eefa580ecfe6b67f3b000b469b5a30af

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:46:39.049070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:22.871439Z digest=sha256:180843006c2891f0c3b0b1564c4d3f950a976c7a7a0de8bd5964fbeebda057ac

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:38.932597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:22.950771Z digest=sha256:0a0bcdde999e1714a73a416e98a695a3f5581ca4c9597fc757f43f9df0a43f4e

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
raw_fallback, observed 2026-08-06T21:46:38.771796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.030101Z digest=sha256:f110576f6badfa28f06d4d095eb9e1179f46bf043f5592bcdbcc74174c879a4f

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
raw_fallback, observed 2026-08-06T21:46:38.620305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.113187Z digest=sha256:0ed92831934f9eb7b9909d10c534dc109ca2d527b3abd29599b9982a347604f9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.153732Z digest=sha256:cf3abde34ba15487172d02b8d27ce3dd75357ecc51dc69b9285b334186f153d1

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
unresolved
raw_fallback, observed 2026-08-06T21:46:38.380020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.199160Z digest=sha256:7896d16ef6a90b1ce6450018e4d136823cc63c4d8d2881e6aa787345b4d49cdc

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
unresolved
raw_fallback, observed 2026-08-06T21:46:38.215234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.291737Z digest=sha256:51a17a94f26a0279dd0760a107d62d6fdbde220b4c79a0623c03164fce3ca1c2

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:38.104815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.339215Z digest=sha256:6cd838fe66f0bc4a1bbb1576e65ea9168bb1424eb52dbe9ed561f86655f7d23e

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
raw_fallback, observed 2026-08-06T21:46:38.000756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.418078Z digest=sha256:79e1f519006e3d0f7ddb2036eead17110c459d04904d1ac0aed98b88261c691b

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
raw_fallback, observed 2026-08-06T21:46:37.840048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.520957Z digest=sha256:b2427ff33b39c03226c43af3d1f7881b7401fdea7f724089f5e6fd0ee5cbffe0

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

This paper cites explanation.

Do LLMs Dream of Discrete Algorithms? explanation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:37.701641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.590338Z digest=sha256:485dc9e76663aefe4dc1bd670f4b700ec2d91d057cc3ded314ef7368e31e8dc2

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
raw_fallback, observed 2026-08-06T21:46:37.543992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.670437Z digest=sha256:6bcb9d4573b33f0ebbf49844884bc5c6a1c4668604eb1b5764ba61be747aaa2d

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
raw_fallback, observed 2026-08-06T21:46:37.379589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.728567Z digest=sha256:3a7bda9f7632d700f00d039360e8cf60079709c373d2b12310a98529fdf43d17

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
raw_fallback, observed 2026-08-06T21:46:37.276719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.815515Z digest=sha256:52bae86513aa721bfffffdd8af4149d26fe59d31ff1828cd2a5e1a62b17ce0bd

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
raw_fallback, observed 2026-08-06T21:46:37.167794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:23.936294Z digest=sha256:1f40f3e6e3cf67ad9f3fe364752b37a9db1916b7e306cdbcfef5b8d3be94ac9f

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
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:36.994911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.023801Z digest=sha256:7cfd4ccc799ebb2283bc904a34170f9bbdf74ea4c5768613630d91a720bf4ba1

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
raw_fallback, observed 2026-08-06T21:46:36.902580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.112824Z digest=sha256:1d178965fd040959a0d71d0a6c979f4ead4a57ddf46a6c40ecb49b2c5a096ac9

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

This paper cites Piantadosi.

Do LLMs Dream of Discrete Algorithms? Piantadosi

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:36.764355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.226602Z digest=sha256:267b3af0fec05e4dbd3ddfb87f14855ae7bf5cba40d6f767c8c06b98fcdeff81

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
raw_fallback, observed 2026-08-06T21:46:36.618046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.335386Z digest=sha256:9ee82474591b3ffd2f78beecb49d436d90a67d21b336b851e82d46164a560f9b

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

This paper cites Clocksin.

Do LLMs Dream of Discrete Algorithms? Clocksin

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:36.486119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.504516Z digest=sha256:3d93ee6c4b906466eb24d5c8115453f0d39dcbc8ff21cf7ada0f403e23ef3780

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.698013Z digest=sha256:f9cbee0a2b540b1f55bc2cbbfbea408317b3b4c99ca618fdac7a02905ccdf4f8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.784002Z digest=sha256:5dc8f55a2239f50114c931d30ab7f74ccdb78b2ab0af9fc3e046dc5da761ab04

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:24.845289Z digest=sha256:d311d390d331b4f1c0565081c4caa8b1ba15367671a4c974c6e5edc02a4f662b

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.012957Z digest=sha256:4cf65175e0a67d5bdd4bb1dd3ea77fe4fadd9eaac8b30853e0b3bda2986eed15

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.050141Z digest=sha256:f72bcb2b4c162dd53707dc798e6b368c4fcb0518adc62839eb9d0ab98f516416

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

This paper cites Pierrehumbert.

Do LLMs Dream of Discrete Algorithms? Pierrehumbert

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:46:33.750107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.250588Z digest=sha256:3a6cd99aedf84ca7316420536b94f73eef674b44d2e33eb8c5accc8f97e6a11e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.363145Z digest=sha256:acbc3f59957398c4df89e6d8a330d990e46c3022b1dcb210571ce28b73016a5c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.487872Z digest=sha256:ec0b266f7e534b4a5439181c05e7a9082f93ff07cabba3d80e907266f6b3f58a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.589949Z digest=sha256:10efefcb041b9e1a3968c8948abe6d53564ddc2d61e1aba3bc393feba70ef1f4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.684123Z digest=sha256:cd4d29bc5e27d298a52f111c4535950683721231ca18f81a7d51866129f7a419

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.810507Z digest=sha256:fe4d700fa2dc025b6f57ade22663ff024b631ee70833af09b5bb765adef3f7d6

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.906507Z digest=sha256:025bc3e5c92a2521b4d806042a2a0d6a3037e535732a4e6d16b4c500114ddde5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:26.020103Z digest=sha256:11a3be413b9806f20bea7cac77e1fd5e0c1545fe5c94f46a2544fd90c1f7a0e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:26.122555Z digest=sha256:38b1f4745e1e8e3654e9278924d08fdaaa0b4af67f2031b268e8e743d85693fc

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=sha256:8d395230f5335b65cedea077d53e6021b4c5c78d382a3560c27e1c9cf75f2f69

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:26.323279Z digest=sha256:382c0707e8fb3ca4551bbf543350b307c10eec17f06c813d419a609b544a39dc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:26.423312Z digest=sha256:196cbd1386f21274d8e9c4b08d6b073f4147032d3a23ff21be8ad2da15649cfc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:26.558589Z digest=sha256:634c07c32c18d5a6b4af48f005ef0fa8e5d3cb23d293fcea0c898cdab0cfb525

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=sha256:5cde592b58700d45df8541479f4e9fc9a69949ba77f19642ac014afe532df9bc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:26.909504Z digest=sha256:83e402278c4725fc35297ec4a1f3647e065e36b5ce55b75d9f3e022f6aa783d7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.684315Z digest=sha256:fa08c7fa1b20c5683e196be0da9c237fdf4a041480cd53f6e55a2c094d4ed3f2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.149598Z digest=sha256:d2599efbd58e50540a5810bb123e241ba7aa5ddd1343dd16b2c91c72c8fe7f0a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.874149Z digest=sha256:5dc0f14b17c2ceffb6a83b4156a01c9fe25c70d1ca2766bdd52e08bd17fcc74b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.343966Z digest=sha256:020d59b0669811799dd469fc241b749088ebbe38acb2fb52202279093bfa9f1f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.422639Z digest=sha256:5a6a4275b2dfad5bb9137537ede18392ebf8ca1b8286457db7ab33a04c973300

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.533355Z digest=sha256:cbb3d1694d30a45aa1e4a2a9c93bede873d6bfb30fa8aedd296e16b4d7ba6d1f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.645159Z digest=sha256:b03de433a1debdf4b359289ee11d05ed6658313e5426dda1184821018bc91ed9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.720454Z digest=sha256:46e3212111c13dbef86fc4df585427f32c48a9ec63dd8776faba5f34110c67bb

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=sha256:81213316384ff8cb6e16717205c004dab62ea239879b7e11b50fa000864c5e31

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:27.956942Z digest=sha256:20fe174344d2ee5d406fceaaa14af539f10c62d3bfcb90f4656d0c7147114bb3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.044878Z digest=sha256:aaf881211a8f9ff1fe09a55a6f6d4f19e8b8652fd5b7d72f82dbad8209ed20c3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.122088Z digest=sha256:bca4952375e90b97eaf48976756ec29edd2b0341b611153fd509fe81bc39b4ed

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.194887Z digest=sha256:8bad4942fc4bac874250d3728ca360b29259786defdb8bdc5b3073225edca758

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.275194Z digest=sha256:3eb3c880857f34a3dbf7ab030c81fdb2ec7b58d4de417d7c991f87adc2d9c9e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.390315Z digest=sha256:94583f36c35aefde438604e9d4cb3ebac6cb2a7b5b77ef111b766fb6b8ff96c9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.480125Z digest=sha256:eccf221d8fc880f641e0e2c6ef727e069815e79a652157f7552f35ed6d460c6c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.578958Z digest=sha256:ded77db7fa95025471f8191193e69d90eb5a21ed39fb049e34037703253eb33b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.767852Z digest=sha256:53f51a4b49206b4827c80af14f35dc19ce3144dd6c874b2f0df177d314f8b9ef

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:28.981911Z digest=sha256:2d11ce10041abfb221c530141daf53731fd1ff67afd90fa1f91f795540b873e8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.041470Z digest=sha256:6b49293c080756468b2d5271525a125e18d2a34fd8f7e13b45854ee4a59e6da9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.124315Z digest=sha256:5f73b60043871e140b583494a831854d3823b36b1e0e8d75d504cd74bc541679

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.222429Z digest=sha256:8c7d3c08e9803afe305bb72ce1442d4bb61e6be9c3172df25cd049264b8bd896

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.328652Z digest=sha256:c5638992816b172e926bbea43acb7187c7e5ed9a9356a984f734dae8e6eb7b52

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.401179Z digest=sha256:1e150ee60a2b1776b3b19cc38dcf5c306d44198222180b866ba8238ac21eb396

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:c460c8939e135ce26ad636927b99000e6ba15989018fa998fc63d227e90f053f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.595060Z digest=sha256:6b53d9c4edff619b9bf4522488a88c1ae12cf9be2930e0a0a30be4c54ef3251e

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:ebf12f1f0c5aa632f5fa565a7d9efb49f1d19e02682b703f8e1035f49ef9a430

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:cdf0a020d4dac7d411394f29c3df655f666db6dd32194027c99fdcf5bff18138

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.879979Z digest=sha256:618096c27e4e9f841d40df69e54e8b189c3c413b6db4da3a4c5b0547a047b89b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:29.953200Z digest=sha256:4358da9fced1dc44ac36ec47f344790cc1926a2428f9bffabfbaffc5ba307a9b

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=sha256:950edcb265ad4def0edecdd1c2f40a004163265d1757db9a19756c6c2bd09e71

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:30.138696Z digest=sha256:8117d29989edc80e99d518c5682911789712694b7fc25cd6e9346e2b2cbdaf5d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:46:25.248494Z digest=sha256:5d53c5ba8112b4542f083c630f38fae44d58521b8523b8de60aee1fe711b3144

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:a00cf14cdf8e3c64a98441b158f0314b6258cf992d4fb11278570dca0d6504ca

Pith citing papers

No inbound Pith citation observations are available.