Paper Citation Record · LEDGER

Pixels to Play: A Foundation Model for 3D Gameplay

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.14295.

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

pith.paper-citation-record.v1
2508.14295 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:41:21.902727Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

40 of 40 outbound references displayed

verified exact3
verified fuzzy23
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b0fc7f7-ba51-424c-ba29-9a1922ebeaa1 · outbound

This paper cites Sutton, A.

Pixels to Play: A Foundation Model for 3D Gameplay Sutton, A

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:18.745944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f37b14b2-3c4d-47e2-a97f-3bcc607a3971 · outbound

This paper cites A Survey of Network Protocol Fuzzing: Model, Techniques and Directions.

Pixels to Play: A Foundation Model for 3D Gameplay A Survey of Network Protocol Fuzzing: Model, Techniques and Directions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:18.810890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9781ebd-3e8a-4119-9fb4-8fd5f926c2fd · outbound

This paper cites A survey of automatic protocol reverse engineering tools,.

Pixels to Play: A Foundation Model for 3D Gameplay A survey of automatic protocol reverse engineering tools,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:27.379362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e54c12d8-5dea-4e5f-93ba-ffdcef77ef2f · outbound

This paper cites State selection algorithms and their impact on the performance of stateful network protocol fuzzing,.

Pixels to Play: A Foundation Model for 3D Gameplay State selection algorithms and their impact on the performance of stateful network protocol fuzzing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:27.173859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f493e02d-baa5-4751-a1ca-683566a84034 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Pixels to Play: A Foundation Model for 3D Gameplay Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:19.100248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b319ec-700e-4b4d-a707-0994da1b212e · outbound

This paper cites Language models can solve computer tasks,.

Pixels to Play: A Foundation Model for 3D Gameplay Language models can solve computer tasks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:26.960463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6731155f-7519-4aeb-bb97-7112ad87566e · outbound

This paper cites On the Challenges of Fuzzing Techniques via Large Language Models.

Pixels to Play: A Foundation Model for 3D Gameplay On the Challenges of Fuzzing Techniques via Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:19.310261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0817103b-94c2-48cd-9925-8ad7d414295d · outbound

This paper cites Generative ai and large language models for cyber security: All insights you need,.

Pixels to Play: A Foundation Model for 3D Gameplay Generative ai and large language models for cyber security: All insights you need,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:26.754455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9856f8df-ec95-4995-a244-1964bd8c3905 · outbound

This paper cites Large language model guided protocol fuzzing,.

Pixels to Play: A Foundation Model for 3D Gameplay Large language model guided protocol fuzzing,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:26.566458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4796ff89-b188-43da-9d44-4affc64c45c0 · outbound

This paper cites Dense x retrieval: What retrieval granularity should we use?.

Pixels to Play: A Foundation Model for 3D Gameplay Dense x retrieval: What retrieval granularity should we use?

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:26.400686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e55755a3-e094-4498-b64d-442e6ddb7db3 · outbound

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

Pixels to Play: A Foundation Model for 3D Gameplay Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:19.676422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d5e66d6-596a-4e7b-9d48-961f7b13efa4 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Pixels to Play: A Foundation Model for 3D Gameplay ReAct: Synergizing Reasoning and Acting in Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:19.758021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1819fd4a-5e95-400f-98fe-a0044ab792d6 · outbound

This paper cites The art, science, and engineering of fuzzing: A survey,.

Pixels to Play: A Foundation Model for 3D Gameplay The art, science, and engineering of fuzzing: A survey,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:26.201040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ec9bdbf-2daa-4545-a9ef-4b8eb4e21545 · outbound

This paper cites A survey on the development of network protocol fuzzing techniques,.

Pixels to Play: A Foundation Model for 3D Gameplay A survey on the development of network protocol fuzzing techniques,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:25.977336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66905d16-6eea-499a-9d16-8b8c7082eec9 · outbound

This paper cites Attention is all you need,.

Pixels to Play: A Foundation Model for 3D Gameplay Attention is all you need,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:20.062661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe09a0ab-ff96-4f16-982d-aad4fe595a10 · outbound

This paper cites Chatphishdetector: Detecting phishing sites using large language models,.

Pixels to Play: A Foundation Model for 3D Gameplay Chatphishdetector: Detecting phishing sites using large language models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:25.765595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1dfae0f6-9020-406c-9ec9-fa8f9c8b37a6 · outbound

This paper cites Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning.

Pixels to Play: A Foundation Model for 3D Gameplay Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:41:22.472072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b57c7c6-87a6-4890-b35d-66339aa44b86 · outbound

This paper cites Harnessing Large Language Models for Seed Generation in Greybox Fuzzing.

Pixels to Play: A Foundation Model for 3D Gameplay Harnessing Large Language Models for Seed Generation in Greybox Fuzzing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:20.316116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720eacdd-0e0d-4202-8e8d-2d8c6887f669 · outbound

This paper cites Codamosa: Escaping coverage plateaus in test generation with pre-trained large language models,.

Pixels to Play: A Foundation Model for 3D Gameplay Codamosa: Escaping coverage plateaus in test generation with pre-trained large language models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:25.545678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac4cb198-8013-4b4f-87bb-d1d8e9ad844f · outbound

This paper cites Erpa: Efficient rpa model integrating ocr and llms for intelligent document processing,.

Pixels to Play: A Foundation Model for 3D Gameplay Erpa: Efficient rpa model integrating ocr and llms for intelligent document processing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:25.313977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 94cdbed5-4057-4727-ae83-fdd86f7c94aa · outbound

This paper cites LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR.

Pixels to Play: A Foundation Model for 3D Gameplay LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:41:22.286671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0461a336-d683-4ff7-bb6b-9572e81dd093 · outbound

This paper cites LMV-RPA: Large Model Voting-based Robotic Process Automation.

Pixels to Play: A Foundation Model for 3D Gameplay LMV-RPA: Large Model Voting-based Robotic Process Automation

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:41:22.144140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7318477-56c8-4aa9-be8a-3e844327398d · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

Pixels to Play: A Foundation Model for 3D Gameplay LLM Multi-Agent Systems: Challenges and Open Problems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:20.648854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221dd976-71c1-45f5-8320-675fc192597c · outbound

This paper cites PentestAgent: Incorporating LLM Agents to Automated Penetration Testing.

Pixels to Play: A Foundation Model for 3D Gameplay PentestAgent: Incorporating LLM Agents to Automated Penetration Testing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:20.708965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5bd178-f865-4910-99a9-d305c0046bc9 · outbound

This paper cites Ics protocol fuzzing: Coverage guided packet crack and generation,.

Pixels to Play: A Foundation Model for 3D Gameplay Ics protocol fuzzing: Coverage guided packet crack and generation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:25.193011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d387ddea-3e3a-4384-bb31-3babf726895e · outbound

This paper cites Bbuzz: A bit-aware fuzzing framework for network protocol systematic reverse engineering and analysis,.

Pixels to Play: A Foundation Model for 3D Gameplay Bbuzz: A bit-aware fuzzing framework for network protocol systematic reverse engineering and analysis,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:25.035018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c947c1c-df54-47d5-b28b-39347a00c545 · outbound

This paper cites Pulsar: Stateful black-box fuzzing of proprietary network protocols,.

Pixels to Play: A Foundation Model for 3D Gameplay Pulsar: Stateful black-box fuzzing of proprietary network protocols,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:24.860723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 69bf6623-b47c-4f5f-91d9-ba296873e94b · outbound

This paper cites American fuzzy lop,.

Pixels to Play: A Foundation Model for 3D Gameplay American fuzzy lop,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:24.653048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f13541f5-e35e-4a84-896d-3d97aa49c6ee · outbound

This paper cites {AFL++}: Combin- ing incremental steps of fuzzing research,.

Pixels to Play: A Foundation Model for 3D Gameplay {AFL++}: Combin- ing incremental steps of fuzzing research,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:24.423114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b86f7a88-c1a4-4939-9115-382c897d90b8 · outbound

This paper cites Aflnet: a greybox fuzzer for network protocols,.

Pixels to Play: A Foundation Model for 3D Gameplay Aflnet: a greybox fuzzer for network protocols,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:24.030091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d08e9a7a-8bac-45a9-9856-d85b2ba2f396 · outbound

This paper cites Nsfuzz: Towards efficient and state-aware network service fuzzing,.

Pixels to Play: A Foundation Model for 3D Gameplay Nsfuzz: Towards efficient and state-aware network service fuzzing,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:23.712771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4d7b8c4-3e8e-4842-85a3-c5ede2b08b2f · outbound

This paper cites Augmenting Greybox Fuzzing with Generative AI.

Pixels to Play: A Foundation Model for 3D Gameplay Augmenting Greybox Fuzzing with Generative AI

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:21.300818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c3591f7-186d-4a9a-ad45-75ee746d25c4 · outbound

This paper cites Msfuzz: Augmenting protocol fuzzing with message syntax comprehension via large language models.

Pixels to Play: A Foundation Model for 3D Gameplay Msfuzz: Augmenting protocol fuzzing with message syntax comprehension via large language models

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:23.540634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d11fa458-29f6-45f8-a9e1-596425ae982a · outbound

This paper cites Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,.

Pixels to Play: A Foundation Model for 3D Gameplay Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:21.437665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c5e8cd9-603a-4817-bdfa-30a81b8ccde1 · outbound

This paper cites Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT.

Pixels to Play: A Foundation Model for 3D Gameplay Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T18:41:21.505449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821d950f-6169-463c-aad1-601f7096a551 · outbound

This paper cites NVD - Home,.

Pixels to Play: A Foundation Model for 3D Gameplay NVD - Home,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:23.359333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5bab9df7-017c-43ef-af35-83e67b9ea026 · outbound

This paper cites LangChain,.

Pixels to Play: A Foundation Model for 3D Gameplay LangChain,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:23.174836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1b6f704b-72df-4b50-a6b6-c4a8b7fc242c · outbound

This paper cites an unresolved cited work.

Pixels to Play: A Foundation Model for 3D Gameplay Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:41:23.009230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 12357876-2d73-4c75-ae48-d34b2281ec64 · outbound

This paper cites Groq is Fast AI Inference,.

Pixels to Play: A Foundation Model for 3D Gameplay Groq is Fast AI Inference,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:22.831519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f19e3a0-e8df-4f87-87c0-4ec4c735ed62 · outbound

This paper cites Profuzzbench: A benchmark for stateful protocol fuzzing,.

Pixels to Play: A Foundation Model for 3D Gameplay Profuzzbench: A benchmark for stateful protocol fuzzing,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:41:22.683613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.