Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T12:06:46.609830Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 3 inbound Pith citation observations for arXiv:2603.01092.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T12:06:46.609830Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-13T02:08:59.301970Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T16:09:57.439322Z
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 285fb8b3-ebab-48a9-8e0e-4669b60bca7e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions https://huggingface.co/ sentence-transformers/all-mpnet-base-v2
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45bdfdd9-af51-4d8b-9b62-184f4aa4153f · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Autodiscovery: Open-ended scientific discovery via bayesian surprise
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 954699e8-0606-4046-94d7-0d54d7bd1c22 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Cultural alien sampler: Open-ended art generation balancing originality and coherence
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 66517af2-cd84-4495-80fb-18760ff656a0 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions A., and Buettcher, Stefan
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 670a05c6-73a3-4f19-ba0f-4c2049744ac8 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Doshi and Oliver P
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 79edff02-2c27-4cba-9620-cb23e17e8f1e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4faa1c62-aa4f-40de-98dc-1e63da14db30 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 911b2c64-d9fc-4260-901d-ecd095910641 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Language models are unsupervised multitask learners.OpenAI blog, 1(8):9
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2372789f-ec80-4e35-9c0f-fc728693d0e7 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1d60cd9b-42c3-4ab6-b4c8-5fd03f36c57e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d90dacc5-a367-41d6-b362-45e0f683ae26 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Sourati, J
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4de0ad97-604f-4db1-ae91-c93726470e8a · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0113d6ed-eff3-4a78-adeb-30c10686d6ef · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions The Ramon Llull's Thinking Machine for Automated Ideation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4b176d57-71dd-412e-868f-79c79462fd0c · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6d664855-e190-4817-ae3a-1cce667c89cd · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 25c54021-e882-4269-8525-d606b7bd0ef1 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df707b7c-19b5-4324-8936-3a5719cc77a4 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dee6bf7c-fd15-40ef-bfc2-874056fe59e6 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions 11 Published as a workshop paper at ICLR 2026 Top 5 Atoms: Gemini 3 Pro
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d5f2e4c5-1af3-4618-9fdb-3d143c67d092 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a5510431-e621-47c8-bfa4-0d398e96f13e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 58b5c7b7-6c8a-47c3-8c2d-3717d62c3583 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 07627920-7949-4bc4-9afc-0f54b9749445 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a0313cc-2241-4b07-b0c5-5540ca44d860 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions 12 Published as a workshop paper at ICLR 2026 Top 5 Atoms: Alien Sampler
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7b372891-a569-4b95-a9f2-8da2f1372839 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b1c10d93-bf80-4592-8299-1bbe2dc0d44d · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d5a06e96-35cc-4bce-a0b7-614b5a9202ac · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a0c245b9-1748-4a9e-89e9-41bee17a0fef · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3d64b222-0fd7-4dc7-b9bd-f032c592c804 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c3f55ba-1497-477f-a14b-90471875b23d · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 003e3177-0603-408e-b832-8b099edb3399 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d4ecd09b-0e45-4b5b-8a9f-008c94a1efde · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e9931dfe-1e72-4beb-bd10-b7fb29cf48be · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cfef3377-b497-469b-9765-4cbe7aa05e87 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1a504149-bd78-4883-8670-6f7b61d5ca13 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f9316f8b-eb26-429f-950d-b34bd21eab1c · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ac5156fc-686c-466e-82ba-6baaaa9f19ae · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fda7303f-c40d-454a-bbfc-13c02c694f7e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2b69b31b-a88f-47da-b92b-79ad432771ef · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0f6ac575-42e5-49ba-9299-2df12443cd20 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 298bb832-db7d-48a1-8d53-2aa5496d68d2 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3cb5661b-3449-4bd2-8bb4-7cc54f544b2f · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a1f0fb4b-32b3-4cd2-8928-36bbd07237e5 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3a0d3a31-2fe3-4a53-a21b-897a247ac652 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d532e4f4-089d-4afe-bb09-dc36f2518a40 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52801a88-2502-43a6-8953-33cb6bc99c04 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e26a38d1-bb0b-4180-8102-b30eb828dc02 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e0ac7a7-0fd2-4cf4-861f-e9519f5af71d · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 54a9354f-b699-44ae-99c1-75bdb7e76f68 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 83ca86cc-3d6e-4fce-99c4-220837a52aac · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 95d86269-247e-46d1-8170-164d3f275f94 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 44ce50a8-7a95-4d9f-aa03-d50f2cb681a4 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cf68a5e9-5f9d-407d-bf9c-552a4fde6c04 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cfded2e5-8fa7-4e7c-bee9-be110b821a46 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b8a3bbd6-ff46-4862-9c48-4eb59bced4d6 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Black Box
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4f888d8-7199-4a93-a096-9aea0e240c9b · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d0ef8540-f899-4aff-b21c-28063198a736 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions To solve this, we require a methodology that can identify exactly which neural edges are performing the work and a memory system capable of acting on those insights in real-time
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 839f5a55-95b6-4c88-b2b0-05727764970a · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions corrupted
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation beede9c5-5613-4e2e-8616-f6aaf19116f3 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions persistent
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1bc9c869-5468-407e-86b7-9dac3115ee62 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions risky” or “irrelevant
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e8ade303-fdf6-446d-aa6a-839308b5d39e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions pre-compressing
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8adf266f-19da-408c-85df-32af98d0b40c · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions shadow weights
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3eabadaf-4f27-48bf-b064-e76911fd6071 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions grid” of the model aligns perfectly with the physical “grid
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4defe9e0-f2e3-4207-9355-60bc026f0a70 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 874d6527-576c-4a00-93be-0c915ac118ba · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions correct/incorrect
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 12a4dc0d-9d92-4636-843e-ff196530d697 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions filtering
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eded5f14-4b7e-4813-8972-a56ae36b433e · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Conversely, we don’t reward a lucky guess if the intermediate logic was broken
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f1d977ac-07ac-4951-88be-c209355fbe01 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions thinking
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9cdb80c6-7e25-40f0-989f-ba9645163a91 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions self-debugging
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b62fa65e-d00e-4601-a9b3-5cc9a0e152cf · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c2b3d326-60eb-41e4-a1ac-682e81d00daa · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2236ae5e-1d92-4d37-85e4-f7af5df59f0f · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions high-quality tail
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 58729606-37d3-4a93-b607-a84367cc3948 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions Instead of guessing if an intermediate reasoning step is good, we useMonte Carlo Rollouts
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 022fc3c6-6093-4ba7-aaa4-5ccacc09dc3c · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions This is not merely about reaching the right answer; it is about mastering the structure of the argument
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a9a1f2c8-2559-4d72-9a7a-753d5ac51be5 · outbound
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions spend” for each path, we force the model to isolate high-quality reasoning “tails
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ba6cee2e-5048-4651-b724-54a383a0dbd7 · inbound
Lacuna: A Research Map for Machine Learning The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fac067e3-8708-4124-aa67-3614ca15deff · inbound
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68c01bfa-1de8-4e33-ac8b-5e64a257da8f · inbound
Beyond Fixed Representations: The Vocabulary and Verifier Gaps in Open-Ended AI The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.