Pith. sign in

Paper Citation Record · LEDGER

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions

As of 9 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.09705.

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

pith.paper-citation-record.v1
2607.09705 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T17:28:50.088754Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

33 of 33 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 65416a20-c785-4e36-ab5c-e6d937622955 · outbound

This paper cites an unresolved cited work.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:96411a66bd7056d4b745affd5cebd0fab4b6775836c11b23635c27b9ba735783

Observation fb351caf-b576-4250-9942-9f07f95ac192 · outbound

This paper cites My aim was to reframe real-time analog synthesis – particularly video feedback techniques – as a precursor to current machine-learning-based art.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions My aim was to reframe real-time analog synthesis – particularly video feedback techniques – as a precursor to current machine-learning-based art

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:e06a19aedf11e3249a130cdc212216b8dcf4bdee4d3f53051db5b4fd0754bcb3

Observation 09a2210c-4c7c-4c39-8a49-05ddddf017ff · outbound

This paper cites an unresolved cited work.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:b18a2dfdb7ab9336796e6a97a86ed9d6905b737674f35ad0a5dfbd578a9e468e

Observation 9e1f434f-934c-47af-ab6f-b5942170b2cd · outbound

This paper cites These operations are now distributed across scales and networks, from training sets to latent spaces, and they unfold at speeds that far exceed human perception (Hansen, 2014, p.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions These operations are now distributed across scales and networks, from training sets to latent spaces, and they unfold at speeds that far exceed human perception (Hansen, 2014, p

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:b47b7482bd04a072e33edef9d21593d65f657fea763b7cbdcc8c7afcbbfd17eb

Observation 7510af16-831a-471a-82b0-63300a6c86a8 · outbound

This paper cites Yet the analogy ends here: in video, the outcome is far more hypnotic.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Yet the analogy ends here: in video, the outcome is far more hypnotic

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:55c20ce18ee6fbd282cd7fa912cf353d7b6f3eaa09c57367f001b88673ebaa7f

Observation 9c251e17-bb06-4623-a366-e49c40fdadfd · outbound

This paper cites the experience of a foetus inside a mother’s womb.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions the experience of a foetus inside a mother’s womb

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:3e5326a177eb1370f6096a246961f59050484449966b4d06f36add82e30fe723

Observation 95fe856f-4613-4674-b9ce-be0a9f7c6f5a · outbound

This paper cites 3 See Peter Donebauer, Entering, video, BBC, London, UK, 6 min 50 s,.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions 3 See Peter Donebauer, Entering, video, BBC, London, UK, 6 min 50 s,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:b943b463f52a9d492e8b3f011a4ef3e46795f97b112688a2c04910e1d9eca468

Observation 40599b3b-c74a-402d-8ddb-45127094f483 · outbound

This paper cites 4 See James P.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions 4 See James P

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:96e1c5050bc460ef7d8ef5024d8f3325597620688a9171703ac6610ad2229e61

Observation 1ed793a9-a50b-484c-8a73-683bf4b7eb03 · outbound

This paper cites 5 See Bruce Gowers, Bohemian Rhapsody, promotional video, Elstree Studios, Borehamwood, UK, 6 min,.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions 5 See Bruce Gowers, Bohemian Rhapsody, promotional video, Elstree Studios, Borehamwood, UK, 6 min,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:b083ad97c5b165b5e9808119a5bea2afab68405bafc99bbbd4ca8f4f23109349

Observation 7a601df4-6f9e-42ea-b6be-6bda1a6578af · outbound

This paper cites Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:60772588dfe35b957ee82607579ebfcb6f36bfcb35c95c2fd5d099338ee7b1b4

Observation 39aa5caa-44e8-4907-8599-171347fed5c8 · outbound

This paper cites an unresolved cited work.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:1c34cc81cba8fbf785976b22d12643f469729a1a6bcd2262b4ffd50d9bea5d94

Observation a52aed04-12a2-42f7-bbdb-8da9bcbd7da4 · outbound

This paper cites Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:c37d41b7e50a5784b9523436b51ecdbc3d35e99cd58a4f1259a68c3408ab6c7f

Observation c2980fb3-d6a3-478f-b090-a6a70cce61b7 · outbound

This paper cites an unresolved cited work.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:4664d43b5a44e13f63f9366068f65cc05bf52ba8e36c9ec2ed38883f1947603f

Observation 0bd30190-92a6-4751-97c1-3197d7f72120 · outbound

This paper cites an unresolved cited work.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:9db627a74450af96d4ac0c03bacff077d6bfa87a1511100b2438d570f7a8e0fd

Observation 48941efb-e177-4ff7-872c-d6e46aa2674b · outbound

This paper cites My definition of art as noise magnification naturally led to wonder whether an equivalent of mixer feedback might exist in diffusion-based text-to-image models.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions My definition of art as noise magnification naturally led to wonder whether an equivalent of mixer feedback might exist in diffusion-based text-to-image models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:c3c0b0078e4bdc1be46c5fccd8c03fa56261ea6f1d163f62e0956049750795e1

Observation 46bf60b4-9643-4615-9451-e51eb0b5d5de · outbound

This paper cites Yet, as noted earlier, positive feedback may also be harnessed creatively to produce difference within repetition.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Yet, as noted earlier, positive feedback may also be harnessed creatively to produce difference within repetition

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:a1b2531e9ea70d8d77db12e16a0d5ffa967347add17a8e091378e92a8ba224b7

Observation c6d611d8-8c48-4d29-93d4-b03d7e430f93 · outbound

This paper cites older hispanic man.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions older hispanic man

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:daaf686796724b568e1878fde3c9966858f5a548b62119e4fe449106b3612c8e

Observation 1fa483e6-db5f-460e-b770-9c972a3dd96f · outbound

This paper cites older hispanic man.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions older hispanic man

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:45a8e6f762cc1f7e325cf4bfa895d7a3b8e88c253ad85c11784864247af59f3c

Observation e87698e8-3fb8-4d4a-9f2f-b9d699b65ee1 · outbound

This paper cites Viewed through the lens of my definition of art as noise magnification, however, phenomena deemed problematic from an engineering standpoint may instead present creative potential.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Viewed through the lens of my definition of art as noise magnification, however, phenomena deemed problematic from an engineering standpoint may instead present creative potential

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:a4e5ea4d2d16e47da8321c1df33b38287bad9d188de33921aee9882b0d9a03d6

Observation 972ebe1a-e0f8-4885-a103-a6ab0ee44709 · outbound

This paper cites a single chair on a white background.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions a single chair on a white background

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:649987285d3e2f27f55dd8c26994326873141a636b164fe8c4c9f17e6aa5f902

Observation 7aeaceae-ce5c-4368-b9d9-82bc5b88c887 · outbound

This paper cites Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:8baa938f44b643c104bdd96854deb7486c0f8125bc8d9b964199e13f1557e2f5

Observation f7ca9208-6799-45f7-95d0-4e357e273807 · outbound

This paper cites the richness and variety that comes with human-generated content.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions the richness and variety that comes with human-generated content

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:4b8c63a5b34405452cec452360c962ab25722347d4428c5d3add9e16ef65adff

Observation 170f3f0e-132f-4dfa-afcd-189e9890fe2e · outbound

This paper cites What, then, does this data dependency reveal about the broader AI ecosystem? A transhumanist dystopia imagined by Grégory Chatonsky as early as 2022 offers a partial answer.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions What, then, does this data dependency reveal about the broader AI ecosystem? A transhumanist dystopia imagined by Grégory Chatonsky as early as 2022 offers a partial answer

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:1d70d8c32c35ef92ae890508996057266aee8b57cacdfad0171f8283013b07c9

Observation 6c12d353-d347-4797-9275-99af895945ac · outbound

This paper cites Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Preprint for Ethics and Aesthetics of Artificial Intelligence (Naples: Orthotes Edizioni), October

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:f705c91610134788f70d1adf7f88a8160010517b8ea841a718b4496c67f8b3b3

Observation 54e58a86-b90e-4eec-a5a9-103266f2a891 · outbound

This paper cites Their appearances had been drastically aged.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Their appearances had been drastically aged

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:2ced3a05c55edd5d55a242eca90c02677f0c64bf5a388b5f5c004b1391c520fa

Observation b8266610-3994-4ccf-b147-ff3d551d71d5 · outbound

This paper cites an unresolved cited work.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:c61fdb645506b4f247ed1d7399f8c259da0f84c5e7e5bb6aea586eb11bd47b0a

Observation 22f4278c-92ef-489c-9b47-8b7bbcf728bb · outbound

This paper cites Sputnik Moment for AI.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Sputnik Moment for AI

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:3f98e706d94b0017b3ff6490831e70a29d55ac904ac916872abbe0a9a1e44367

Observation cfe6384d-3d35-42a3-875d-38b0a7985b70 · outbound

This paper cites Self-Consuming Generative Models Go MAD.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Self-Consuming Generative Models Go MAD

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:fb2b2d087f64b13962c72feba25809478ca771feba89e3b7c00c3ce722bec4b9

Observation 03111a43-a6ef-4955-9fa0-4b7d9790fa7e · outbound

This paper cites Chatonsky G.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Chatonsky G

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:4f009c8cfb74f1e3334dc4050469a2f0908fc8a66426d915706a1ced8df56172

Observation 62bf454b-0297-43d7-8d04-a82b2e693923 · outbound

This paper cites Relating Doubly-Even Error-Correcting Codes, Graphs, and Irreducible Representations of N-Extended Supersymmetry.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Relating Doubly-Even Error-Correcting Codes, Graphs, and Irreducible Representations of N-Extended Supersymmetry

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-07-14T17:30:38.918120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:f27ab8351945770370e8bbc9296bfdfd7f19db1c2527031a7e090ff3c1e29a10

Observation c959a3e1-cdfa-442c-8930-899b95b7e79e · outbound

This paper cites (2024), ‘The infinite as paradigm: Reframing the limits of AI art’, NECSUS European Journal of Media Studies.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions (2024), ‘The infinite as paradigm: Reframing the limits of AI art’, NECSUS European Journal of Media Studies

Reference 31

Resolution
verified exact
doi, observed 2026-07-14T17:30:38.907198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:d8847c9a4ca739fc36f227e526d7d38f4f4a6fa0a92c5f04685b5b0cf0872d61

Observation 4a30d00e-79db-46f0-82ef-63235fbec6a2 · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:c110b51183aa1e06a5e615c70508ca41292305a282ea82d91892526f727041ea

Observation 5238a1f2-ecff-47c8-a052-44762ec50eb3 · outbound

This paper cites (2023), ‘Algorithmic Images: Artificial Intelligence and Visual Culture’, Grey Room, no.

Model Collapse: On Recursion, Noise, and Uncharted Machine Visions (2023), ‘Algorithmic Images: Artificial Intelligence and Visual Culture’, Grey Room, no

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-14T17:28:50.088754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T17:28:50.088754Z digest=sha256:091ab355536ba0f4e0f14b8806633000420f9a7c7dd155c15cfde6e79a6c47d1

Pith citing papers

No inbound Pith citation observations are available.