Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T04:20:37.164796Z
Paper Citation Record · LEDGER
Thermodynamic Limits of Physical Intelligence
As of 17 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2602.05463.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:21:14.326866Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T23:21:14.521336Z
Reference resolution
15 of 15 outbound references displayed
- verified exact3
- verified fuzzy0
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 05d0a0fe-d99c-4a38-9d9f-ea5bf725154f · outbound
This paper cites an unresolved cited work.
Thermodynamic Limits of Physical Intelligence Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.194990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07e7ee62-5f09-4df7-83c9-f30d233d765d · outbound
This paper cites Zico Kolter, and Andrew Gordon Wilson.
Thermodynamic Limits of Physical Intelligence Zico Kolter, and Andrew Gordon Wilson
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.291537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ac19ded-57bc-41fd-aca0-88a367ce2b71 · outbound
This paper cites The free-energy principle: a unified brain theory? Nature Reviews Neuroscience, 11(2):127–138, 2010.
Thermodynamic Limits of Physical Intelligence The free-energy principle: a unified brain theory? Nature Reviews Neuroscience, 11(2):127–138, 2010
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.346214Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 813084b3-e8f7-4546-905d-8267687ac119 · outbound
This paper cites Thermodynamic efficiency of learning a rule in neural net- works.
Thermodynamic Limits of Physical Intelligence Thermodynamic efficiency of learning a rule in neural net- works
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.401595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c9e3fe8-dd8e-4d9b-b520-0b67359dcfb6 · outbound
This paper cites Universal ai maximizes variational empowerment.
Thermodynamic Limits of Physical Intelligence Universal ai maximizes variational empowerment
Reference 5
- Resolution
- verified exact
- doi, observed 2026-08-03T04:23:27.475393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e4394af6-6b6c-4940-b6a4-6423e576332b · outbound
This paper cites Klyubin, Daniel Polani, and Chrystopher L.
Thermodynamic Limits of Physical Intelligence Klyubin, Daniel Polani, and Chrystopher L
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.549404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bdf62cf-fb53-4e95-9b03-e2e2b2d64ad6 · outbound
This paper cites Irreversibility and heat generation in the computing process.
Thermodynamic Limits of Physical Intelligence Irreversibility and heat generation in the computing process
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.646238Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a49f6304-995c-4ca7-9cce-2e4d65292db2 · outbound
This paper cites Universal intelligence: A definition of machine intelligence.
Thermodynamic Limits of Physical Intelligence Universal intelligence: A definition of machine intelligence
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.705945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f786a19e-166f-446a-9a2a-c4a56143aca9 · outbound
This paper cites Watts-per-intelligence: Part i (energy efficiency).
Thermodynamic Limits of Physical Intelligence Watts-per-intelligence: Part i (energy efficiency)
Reference 9
- Resolution
- verified exact
- doi, observed 2026-08-03T04:23:27.198414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b3be049a-6e7f-42c4-9764-1e290d0259b9 · outbound
This paper cites Role of mutual information in entropy production under information exchanges.
Thermodynamic Limits of Physical Intelligence Role of mutual information in entropy production under information exchanges
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.844429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a2d37b2-f05e-409f-879e-03529c6095bc · outbound
This paper cites Sivak, Anthony J.
Thermodynamic Limits of Physical Intelligence Sivak, Anthony J
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.911304Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7539c395-5e8d-44f1-b324-6026ad0e4fac · outbound
This paper cites Scenarios and branch points to future machine intelligence.
Thermodynamic Limits of Physical Intelligence Scenarios and branch points to future machine intelligence
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:36.965077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3103f6ef-4035-4d1b-9804-edb14b9178f4 · outbound
This paper cites On channel capacity per unit cost.
Thermodynamic Limits of Physical Intelligence On channel capacity per unit cost
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:37.014890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe724fe9-0052-48a8-8628-10b2d63b6c9c · outbound
This paper cites Large language models as computable approximations to solomonoff induction, 2025.
Thermodynamic Limits of Physical Intelligence Large language models as computable approximations to solomonoff induction, 2025
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:20:37.086414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5b401dd-66c1-40fa-be3e-533eff99a4d8 · outbound
This paper cites Transformers as approximations of solomonoff induc- tion.
Thermodynamic Limits of Physical Intelligence Transformers as approximations of solomonoff induc- tion
Reference 15
- Resolution
- verified exact
- doi, observed 2026-08-03T04:23:26.921825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation a83e6b2a-219e-4af6-a3e0-57eea76fe6f7 · inbound
Thermodynamics of Learning: A Typed Four-Component Accounting of Memory, Fit, and Value cites this paper.
Thermodynamics of Learning: A Typed Four-Component Accounting of Memory, Fit, and Value Thermodynamic Limits of Physical Intelligence
Reference 48
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T23:21:14.525421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.