Paper Citation Record · LEDGER

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model

As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.01005.

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

pith.paper-citation-record.v1
2608.01005 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:53:44.634238Z

measured 26 of 26 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

26 of 26 outbound references displayed

verified exact1
verified fuzzy14
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 791257b3-a8fc-411c-81f6-41124855150a · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , title =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , title =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:49.713402Z

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.

Observation 47241c4e-95fb-428d-9f80-6d73ae0d48ba · outbound

This paper cites doi:10.1007/978-3-642-44958-1_33 , eprint =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model doi:10.1007/978-3-642-44958-1_33 , eprint =

Reference 2

Resolution: verified exact; doi, observed 2026-08-06T00:53:44.830418Z

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.

Observation 3b7b82a7-6ba4-40e4-8a63-dfecf3ea79d6 · outbound

This paper cites Transformers As Approximations of Solomonoff Induction.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Transformers As Approximations of Solomonoff Induction

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:53:46.032521Z

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.

Observation 9dced521-a286-4574-b442-65b6324e892c · outbound

This paper cites an unresolved cited work.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:53:49.486123Z

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.

Observation ec546930-e9c4-4258-a8c3-383e63785cc8 · outbound

This paper cites Information and control , volume=.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Information and control , volume=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:49.245116Z

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.

Observation 0576a033-cee0-4769-80a0-a9d0efacd47c · outbound

This paper cites Large Language Models as Computable Approximations to Solomonoff Induction.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Large Language Models as Computable Approximations to Solomonoff Induction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:42.488397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f43c19-c08c-4588-bcab-b9429194bbc3 · outbound

This paper cites General Loss Bounds for Universal Sequence Prediction.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model General Loss Bounds for Universal Sequence Prediction

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:53:45.780714Z

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.

Observation ac6030d0-bc4e-4c9a-874b-02ad3c34c0a2 · outbound

This paper cites Advances in Neural Information Processing Systems , isbn =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Advances in Neural Information Processing Systems , isbn =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:48.989489Z

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.

Observation 5eb4e9b2-40b6-4f11-9548-e90d5a820693 · outbound

This paper cites Bad Universal Priors and Notions of Optimality.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Bad Universal Priors and Notions of Optimality

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:53:45.556645Z

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.

Observation c63a9051-95d0-4240-a218-ad26f42ee7b0 · outbound

This paper cites Learning Universal Predictors.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Learning Universal Predictors

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:43.006141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66225aff-3f5e-409b-9826-bc28ed95cbbb · outbound

This paper cites Language Modeling Is Compression.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Language Modeling Is Compression

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:43.187877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c23beb0-9782-4913-90ed-9b1e19e59119 · outbound

This paper cites Neural Networks and the Chomsky Hierarchy.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Neural Networks and the Chomsky Hierarchy

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:43.296195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 555013f8-c423-42d8-849a-f9127e65ffe2 · outbound

This paper cites an unresolved cited work.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:53:48.805358Z

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.

Observation bedbfff6-2328-4698-bbe5-87e1187bbb84 · outbound

This paper cites 2018 , school=.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model 2018 , school=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:48.637168Z

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.

Observation 65774582-4a6a-462a-bdf4-3d9915f0c8d3 · outbound

This paper cites A Philosophical Treatise of Universal Induction.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model A Philosophical Treatise of Universal Induction

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:53:45.314288Z

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.

Observation 54d3f1ae-82ce-4130-912b-67166e7b2ebb · outbound

This paper cites Journal of Machine Learning Research , volume=.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Journal of Machine Learning Research , volume=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:48.402607Z

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.

Observation 8bfa2aaf-4f1e-4c77-b05f-7ec062e9a336 · outbound

This paper cites An Introduction to Kolmogorov Complexity and Its Applications , edition =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model An Introduction to Kolmogorov Complexity and Its Applications , edition =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:48.141175Z

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.

Observation 8335b79a-65e0-4635-937d-7d8e0423e551 · outbound

This paper cites and Hirschfeldt, Denis R.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model and Hirschfeldt, Denis R

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:47.919389Z

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.

Observation 5059a22b-13fc-4c71-bbf5-bf1e09e1e997 · outbound

This paper cites Journal of Complexity , volume =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Journal of Complexity , volume =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:47.671092Z

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.

Observation 29a50582-5518-430b-952a-8f2d21f70836 · outbound

This paper cites Journal of Artificial Intelligence Research , volume =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Journal of Artificial Intelligence Research , volume =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:47.396192Z

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.

Observation 4ac3be67-2efd-4e63-bd87-eee751e9ff47 · outbound

This paper cites , title =.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model , title =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:47.096708Z

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.

Observation e94a359f-cb61-4655-968b-e091717c51b4 · outbound

This paper cites Atti della R.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Atti della R

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:46.922190Z

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.

Observation 0ab0b405-547a-4efa-bd4e-9160eb0ffe35 · outbound

This paper cites and Roy, Daniel M.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model and Roy, Daniel M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:46.735011Z

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.

Observation 74622ae8-a60b-48de-9eaf-34415a0ab6d7 · outbound

This paper cites and Roy, Daniel M.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model and Roy, Daniel M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:46.531032Z

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.

Observation e1b3012d-768c-445f-8db1-d9c8e70968b2 · outbound

This paper cites Open Problems in Universal Induction & Intelligence.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Open Problems in Universal Induction & Intelligence

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:53:45.100617Z

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.

Observation 2d2154c4-ba92-41da-b13d-fb15f6968533 · outbound

This paper cites Entropy , volume=.

Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model Entropy , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:46.253139Z

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.

Pith citing papers

No inbound Pith citation observations are available.