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Paper Citation Record · LEDGER

Develop AI Agents for System Engineering in Factorio

As of 15 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2502.01492.

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

pith.paper-citation-record.v1
2502.01492 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:09:20.621982Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:15:52.332472Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:15:56.005609Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact2
  • verified fuzzy29
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d7861d3-85e4-4590-8894-4642a1e06c0c · outbound

This paper cites write newline.

Develop AI Agents for System Engineering in Factorio write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.435878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.435878Z digest=sha256:e778ee39993d2c9141cf3bd61d5250ee558fbc87a4367310105ef87f39199e91

Observation c3b25ca9-25dc-4eb0-babf-295ce2463060 · outbound

This paper cites How to cancel deconstruction.

Develop AI Agents for System Engineering in Factorio How to cancel deconstruction

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.283455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.439923Z digest=sha256:05e03cbc1c7be285d4ed726655a8502217d285b0b9cafb408e9a76f4ec7b7cda

Observation d5d8f3c0-5f05-4786-93c6-6201b0489bf1 · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:09:21.275319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.443224Z digest=sha256:b094c2783d7e79120cbef93761d7315551d2c7de6e3a328b6da05795ea340807

Observation ae91eb9c-5e3a-4e74-971c-2b444f76ddc9 · outbound

This paper cites A Tutorial on Meta-Reinforcement Learning.

Develop AI Agents for System Engineering in Factorio A Tutorial on Meta-Reinforcement Learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.446330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.446330Z digest=sha256:88b3b1a07a2b25c3adea8b0cfbde71d28f32399a62107ab3657b17b66d68a849

Observation 10b5f9fb-41bd-4d11-afb2-d5b5d9df00bb · outbound

This paper cites Cybernetics and Management.

Develop AI Agents for System Engineering in Factorio Cybernetics and Management

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.267131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.449413Z digest=sha256:9056867d10f1d61226a3946b9f4fbeb0e9f1601ebcccbb910be055a2514accc3

Observation 559ffe2b-38ab-42a0-8f40-7ceb95059e41 · outbound

This paper cites Brain of the Firm.

Develop AI Agents for System Engineering in Factorio Brain of the Firm

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.258749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.453740Z digest=sha256:61689acf3aa817a1f227e2ba70376ffdb260fc54002923410ae31c94e627ab1e

Observation 1e28d92e-7615-4e5f-b3a7-a5150c0f7b97 · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:09:21.249897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.456803Z digest=sha256:4133b1ec227345c6822aa0109747a5ac979538e5f759a74d739eceadc927ebd8

Observation cebc6902-c3aa-4db8-98e3-b4435096c1b6 · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:09:21.241842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.460540Z digest=sha256:e843c0c22457bd393f3c6f234a19db6a6213c71ae8b1ca63d6a2414b3c72d17e

Observation 10e2b68a-83c7-490a-bc15-2b188935c432 · outbound

This paper cites Industrial revolution 3.

Develop AI Agents for System Engineering in Factorio Industrial revolution 3

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.234813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.463892Z digest=sha256:8f5310c404bf621586ee016dcaafd0bf8f6d35e0af3d892e3ef56fc1248bd46b

Observation 639f8482-fb26-4549-abc8-0efbafb9652c · outbound

This paper cites 2023 Manufacturing Industry Outlook.

Develop AI Agents for System Engineering in Factorio 2023 Manufacturing Industry Outlook

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.227694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.466594Z digest=sha256:9337f3584b445abc715c84490b08a643fc944d1732c6fffdb991fcee09614b18

Observation 9ede3ab0-7d76-40c5-9936-e4c20cb666fd · outbound

This paper cites A Survey on In-context Learning.

Develop AI Agents for System Engineering in Factorio A Survey on In-context Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.470541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.470541Z digest=sha256:8700e5a1f7116d0af40897e906593ea45012a8f9385c257a8ce36d0cf00c92d9

Observation 8231e41e-f20b-4f2f-bafc-d830c8f08ce2 · outbound

This paper cites Space exploration.

Develop AI Agents for System Engineering in Factorio Space exploration

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.220352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.474147Z digest=sha256:18aef694241529cbc8617960cd961c55f9f005c3c0d424b66027e3de1f2893ed

Observation b974f0e9-0aef-43d4-b5f6-07618faa3b54 · outbound

This paper cites Nuclear power.

Develop AI Agents for System Engineering in Factorio Nuclear power

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.212000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.477136Z digest=sha256:9e3715e03e89614720ac9ba71ec28fb9414465f32b27ff0f7b7919b6371733b9

Observation 033c2706-af9f-4cef-b50b-2d1ae6f542db · outbound

This paper cites MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge.

Develop AI Agents for System Engineering in Factorio MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.480930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.480930Z digest=sha256:4215a0eb0612b315430a6f321622b4a456e6d0edb0bcdad1340dbdb9d831820e

Observation bc0dc3d5-3b1f-4e41-8e61-fa10d7e53c76 · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:09:21.202605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.485663Z digest=sha256:8afa82d54ef957fb0bf373298582148d3bc434faa39c02b782bb5d7bf9090018

Observation 68fc8732-1ce1-47c0-8d01-c80b78f033d4 · outbound

This paper cites and Nelson, S.

Develop AI Agents for System Engineering in Factorio and Nelson, S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.194768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.488890Z digest=sha256:7391791ff09672dc1a2c9fb2d19a242f413c5b07deb534f5e71f700ef6f983b3

Observation 50940cfb-08e7-4b74-bbdb-3e20c85de1be · outbound

This paper cites Introducing gemini 2.0: our new ai model for the agentic era.

Develop AI Agents for System Engineering in Factorio Introducing gemini 2.0: our new ai model for the agentic era

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.185540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.491912Z digest=sha256:b0ef9512f95b4605154ee90c9dedc6cb7aff84f017c74fe17d0fe2a10bc8fbcb

Observation d01e4192-fe40-4cab-bb14-f8b427bb10c9 · outbound

This paper cites Elon musk unveils surprise 'robovan' at flashy tesla event, says optimus humanoid robots will cost less than a car.

Develop AI Agents for System Engineering in Factorio Elon musk unveils surprise 'robovan' at flashy tesla event, says optimus humanoid robots will cost less than a car

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.176180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.494806Z digest=sha256:637bdd52d0d9aa82009e65719317b3fac9a35040de296c973a206f3df3dc88bc

Observation 8ab70be9-26e0-4f31-aa23-581ae1a7316f · outbound

This paper cites train_unloading.

Develop AI Agents for System Engineering in Factorio train_unloading

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.167546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.498727Z digest=sha256:9453083b974891a8025038ea94ae8fe6a7fd4e23fb991cedecdacfdf939f9980

Observation 067a9174-216c-41b1-9866-7d655618aaf5 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Develop AI Agents for System Engineering in Factorio WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.503001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.503001Z digest=sha256:7ff31b57863c850bf445cb4c5fa6c1b040b08c0174f5cc8fca8eea82731e0fe2

Observation 7709af41-a975-49e0-9074-b0e88738f589 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Develop AI Agents for System Engineering in Factorio Measuring Massive Multitask Language Understanding

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.506712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.506712Z digest=sha256:b6db286f01582278eb5b157a6c0bc65c5228f05c4d8b29cf8a7e4e5a1b36ea8c

Observation 4182289c-fa8c-4856-9a05-b27d1b9459f7 · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.509726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.509726Z digest=sha256:c6fe5220280b1ff04bebd6a862c3b2bdb1229e8aad1edd4d02e12304bb0fbdc5

Observation f21a93b0-74d4-4b95-bbed-481a3fe1ccc5 · outbound

This paper cites City blocks.

Develop AI Agents for System Engineering in Factorio City blocks

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.160134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.512964Z digest=sha256:c3477a3d0aeb789a00b7be9764fab5c9ec0807cf2d770d236362e91098a5712c

Observation 7ec69657-a7d5-4e23-a00e-848d94849adf · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Develop AI Agents for System Engineering in Factorio SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.516658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.516658Z digest=sha256:9dd4a23d1d4f5789204aa53d8d3baa1b9fad42bdf2d08e1db9753a62b6f1c16b

Observation 03d509c1-ca0c-40b9-8f02-34a7df3225ac · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

Develop AI Agents for System Engineering in Factorio Highly accurate protein structure prediction with alphafold

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.520372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.520372Z digest=sha256:ec6800f628bf1b74baa535fd84e42d70c797b7733b74b5675dbc8f9ffd1471b8

Observation 99ecc482-491b-431c-832e-89a6b0917445 · outbound

This paper cites N., Seymour, S.

Develop AI Agents for System Engineering in Factorio N., Seymour, S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.151564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.524374Z digest=sha256:45e8f10784bfc0b97f179c511f08a9a47fb3d0ac30b328cef8c49f4a156eeb3a

Observation 1e93255c-4970-4415-91df-48fbdfbc1723 · outbound

This paper cites Towards Out-Of-Distribution Generalization: A Survey.

Develop AI Agents for System Engineering in Factorio Towards Out-Of-Distribution Generalization: A Survey

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.528728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.528728Z digest=sha256:4fbe6192f9166debb4eb05e5fff5bd5f0486dce0a4888028fb89da82ced0be80

Observation 26ddd71d-a0ff-4942-92ab-77a5c47300b0 · outbound

This paper cites Construction bots are not building.

Develop AI Agents for System Engineering in Factorio Construction bots are not building

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.142444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.532047Z digest=sha256:fdf4a68128fc0ac66fc32e2db2f9e7784ad8088946c5485f4bd7f917f752cab3

Observation daffef2b-d69a-4c94-8f2f-8f0c089e59be · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:09:21.133599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.535944Z digest=sha256:6ac48b41db2985e6a582ba97bfba386a4c20e5b2cdbd13e38e6cf1f9d3d5de66

Observation 1a20dffb-5027-4f61-bc59-9547111a126f · outbound

This paper cites Building Resilient Semiconductor Supply Chains.

Develop AI Agents for System Engineering in Factorio Building Resilient Semiconductor Supply Chains

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.123275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.539438Z digest=sha256:93fbd99e15800eddcbdfeae268b476c8a9744f8784f361206cacbd02549cb541

Observation bec2f5c2-f499-4148-a332-a8c3bee26792 · outbound

This paper cites Nvidia announces project gr00t foundation model for humanoid robots and major isaac robotics platform update.

Develop AI Agents for System Engineering in Factorio Nvidia announces project gr00t foundation model for humanoid robots and major isaac robotics platform update

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.113540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.542746Z digest=sha256:f6aa020893d11d8ebb07d0f254c02b452295b4670e081bf1bb3e43a22ebf8292

Observation 10fb3453-4fcb-43ee-b492-1157aa5e9cca · outbound

This paper cites Introducing operator research preview.

Develop AI Agents for System Engineering in Factorio Introducing operator research preview

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.105792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.546585Z digest=sha256:a8d3cbd80f89ce9d2e1b68558d0741bfd9105edfa359c7e9ac151dd8af0b332f

Observation 2c330922-96f2-41d8-92e7-9631eefd9b31 · outbound

This paper cites train_guide.

Develop AI Agents for System Engineering in Factorio train_guide

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.097861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.549591Z digest=sha256:68ce62441e2d078903ec52bdddd60e2a046d0355f16d1b4db185f9b0459ad4d3

Observation 19c59461-1bfb-4c33-9b8a-5f707f4bfc7f · outbound

This paper cites and Willson, M.

Develop AI Agents for System Engineering in Factorio and Willson, M

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.089639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.552760Z digest=sha256:fc9ed12d75b7069a894b685f1f59b3d0c8d1d137b6f873ff50ff4edc0db68cf6

Observation 3b25431a-6b13-4e98-947d-30c86842a0f9 · outbound

This paper cites Mineflayer: Create minecraft bots with node.js.

Develop AI Agents for System Engineering in Factorio Mineflayer: Create minecraft bots with node.js

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.081026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.556347Z digest=sha256:09b399cd7aa79d4e12e5e4cb0f454e921c59033b083266df0eb1525551d76470

Observation bbe0c20a-5e6d-4a6b-b71d-e0633e9f4d92 · outbound

This paper cites A survey on domain adaptation theory: learning bounds and theoretical guarantees.

Develop AI Agents for System Engineering in Factorio A survey on domain adaptation theory: learning bounds and theoretical guarantees

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.560130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.560130Z digest=sha256:2fab18977e522e06f2a3b19622fe18639225bac46217b6ba63f390a4880b3521

Observation 937ddff7-f1c6-45d7-8f5c-47bf5450a8f0 · outbound

This paper cites 2022 Data Report: Reshoring & FDI Announcements.

Develop AI Agents for System Engineering in Factorio 2022 Data Report: Reshoring & FDI Announcements

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.072014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.563430Z digest=sha256:63aa78b0c85853eb260469fb9c2a1710b562eb18dd44365283241217c0ea53da

Observation ba4c3872-df9b-41c4-a092-3f9aabc43949 · outbound

This paper cites Prefixrl: Optimization of parallel prefix circuits using deep reinforcement learning.

Develop AI Agents for System Engineering in Factorio Prefixrl: Optimization of parallel prefix circuits using deep reinforcement learning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.566747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.566747Z digest=sha256:7f743500f4261b4d821ec3fe0f4cdf958bc49bde57d40b762d75915767ea18d7

Observation fdeee8ee-d139-4967-84a8-caba6e169d46 · outbound

This paper cites Example of factorio setup: Basic resource extraction and smelting.

Develop AI Agents for System Engineering in Factorio Example of factorio setup: Basic resource extraction and smelting

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.062135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.570381Z digest=sha256:cd7c259b1d19ee579f88d057e9882b4339568fe9bc03d8b9b1a6cbe6bd912a72

Observation 71f9a99c-4ded-44b2-bf3f-f543e487623b · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Develop AI Agents for System Engineering in Factorio Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.573488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.573488Z digest=sha256:31d19c5150252e5733bc9a69a07dac08090aa4ad44693f68b9451a4d9cac7ab7

Observation e61d63c3-8df7-4b31-adf3-200414984cc6 · outbound

This paper cites train_patterns.

Develop AI Agents for System Engineering in Factorio train_patterns

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.052778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.577306Z digest=sha256:c4b645b56940258ce37458b8e3aeae209e71c85f0e16282ac93e32c86c9de4d0

Observation cdc5cd74-825a-4803-83f9-0b5135ee524a · outbound

This paper cites Main bus.

Develop AI Agents for System Engineering in Factorio Main bus

Reference 42

Resolution
verified exact
raw_fallback, observed 2026-08-09T15:09:20.812989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.580593Z digest=sha256:b03fda8c5f29feefea3bfc9bcfe33e29ded0e07449922c0e1ce268b88e50b1ff

Observation cb05d7cb-b4c5-4e3b-a1f0-e0b53fb57605 · outbound

This paper cites an unresolved cited work.

Develop AI Agents for System Engineering in Factorio Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:09:21.044144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.583926Z digest=sha256:10422de95965452cc48088d2988908cee1174d6eebd9c42704a7aa2fcbf5eb52

Observation bfea8540-56d7-459a-9e9e-2b672397ffbb · outbound

This paper cites Congress.

Develop AI Agents for System Engineering in Factorio Congress

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.033643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.587452Z digest=sha256:cf41f92c902d115488f3877036fb9660a6b90f2c357601608bc1d8d19a094ea0

Observation 4badcbc4-fe4d-470d-af0b-9aaeb1d537b5 · outbound

This paper cites M., et al.

Develop AI Agents for System Engineering in Factorio M., et al

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.590452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.590452Z digest=sha256:9aa52901f61012de9146d07b420f36b19756139b430b43f480325fc0c479b260

Observation b17c3fe9-ccc3-4eb3-9845-31a1647f3306 · outbound

This paper cites D., Roedler, G.

Develop AI Agents for System Engineering in Factorio D., Roedler, G

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.023597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.593457Z digest=sha256:fd17b2c735719395cb6bfb86dd3d2d3d9c5e9ea34072dc5c22c0c8b75c9d7209

Observation b949b524-1bb4-49b9-8e0a-a0181ff59965 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Develop AI Agents for System Engineering in Factorio Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.596599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.596599Z digest=sha256:1c1748494876056de704d4280747407fb6a3cf46724e74a747e07beb28687dbe

Observation 15be5cc9-f2f1-4bac-afa0-50825418b0d8 · outbound

This paper cites A Comprehensive Survey of Continual Learning: Theory, Method and Application.

Develop AI Agents for System Engineering in Factorio A Comprehensive Survey of Continual Learning: Theory, Method and Application

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.599396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.599396Z digest=sha256:9b8a1d1e2b85e3b55d374fe2c26905d56977ded33c858947416ab0082686b927

Observation 4338479c-aa4f-4079-98ae-ea858d500461 · outbound

This paper cites Cybernetics: Or Control and Communication in the Animal and the Machine.

Develop AI Agents for System Engineering in Factorio Cybernetics: Or Control and Communication in the Animal and the Machine

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.014864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.602331Z digest=sha256:4aaa8278ccd358c3fc60e155292c01e8175557a877d542a4476d60e34795da86

Observation 4d25fa09-0913-47ab-8204-b2cb67871974 · outbound

This paper cites Introducing devin, the first ai software engineer.

Develop AI Agents for System Engineering in Factorio Introducing devin, the first ai software engineer

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:21.006316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.604765Z digest=sha256:c88d2ecb3674aaf40e440d0c32544c959e5f109ba2e634478aec0b9818a69b6e

Observation 9efe54ac-3208-402c-b903-77316b956f01 · outbound

This paper cites SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?.

Develop AI Agents for System Engineering in Factorio SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.607919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.607919Z digest=sha256:bcec7fdd29f97f1388a7d485a9da51f3519134b47fdb04264e1760dd80e1c697

Observation 6aafd0ea-cf92-4c56-850e-e7e7711875f0 · outbound

This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

Develop AI Agents for System Engineering in Factorio MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.610778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.610778Z digest=sha256:7d090eaf59ded4adc65c688730d88e03a6c67000533eb3c56bb246e0bd024623

Observation 568dbcc6-1108-4c6e-ae37-496d8c309426 · outbound

This paper cites Megablackmarket mod.

Develop AI Agents for System Engineering in Factorio Megablackmarket mod

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:20.997292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.613814Z digest=sha256:4053fbcdf5644c100a1bb48c529c4f3abc3f8bb0532c6572c49b4875bd57b6b6

Observation 415c13f6-4ee5-4150-b8ee-9795a0bde966 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Develop AI Agents for System Engineering in Factorio Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-09T15:09:20.616368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:09:20.616368Z digest=sha256:0f2c397549bab50022e90636ec7a271e1da1769055023054f742d1321ed3a021

Observation 83a734e4-c67e-47b0-a7e9-1da7ceb82283 · outbound

This paper cites BSED: Baseline Shapley-Based Explainable Detector.

Develop AI Agents for System Engineering in Factorio BSED: Baseline Shapley-Based Explainable Detector

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-09T15:09:20.656336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.619077Z digest=sha256:a2ef9208de524fb29e2e8b4e5146900347a053e4d3cc100370e84e6f44b9c8cc

Observation 0256c9b0-ae33-455d-9319-9fc590350c9e · outbound

This paper cites Diplomacy mod.

Develop AI Agents for System Engineering in Factorio Diplomacy mod

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:09:20.987071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-09T15:09:20.621982Z digest=sha256:818c6a31d7ef35f23f9973498d15e222862a88c8efaf9260643392a113b43625

Pith citing papers

Observation c7db4d06-d92d-4b86-a04f-17a6620990b2 · inbound

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI cites this paper.

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Develop AI Agents for System Engineering in Factorio

Reference 215

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:15:56.115322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T14:15:52.332472Z digest=sha256:562c757704f3b6917ae1e44487548d8b26776dd676d7d8bad110faff10d089a0