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Paper Citation Record · LEDGER

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning

As of 1 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2605.06772.

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

pith.paper-citation-record.v1
2605.06772 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:09.729350Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T04:28:58.983064Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact10
  • verified fuzzy35
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17202e12-3761-4b8e-844a-8bdfc323d43b · outbound

This paper cites 1959 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1959 , publisher=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.608647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:675d368c349fd32f018ebda80185c13ae1c410bfa2c2e6e293b8c989112bdb34

Observation 9f88ff4b-5d48-4659-abe3-ca6785cee880 · outbound

This paper cites 1995 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1995 , publisher=

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.584727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:01d3e316f83ce72a3a0a3dc4aa252af12a30905a94d3516323f169854f610bc4

Observation 106b9684-bb2b-4d66-b419-0397617b128f · outbound

This paper cites 1998 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1998 , publisher=

Reference 3

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.604266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:fbb987500a4e31ade09871222493739e50f8c5264d5ca3551a56dcf3e841fe1f

Observation 78000078-b7e0-4a32-895f-d0409780a9b4 · outbound

This paper cites 1978 , publisher =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1978 , publisher =

Reference 4

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.580599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:6a0142fd7706bf46c0ac34c347e0f532d91f7f06b5ab5e5b367594e3ef7b8f40

Observation 478e2fbb-d99b-4c7f-baa4-0ef406a93123 · outbound

This paper cites and Ross, Gail , title =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Ross, Gail , title =

Reference 5

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.599659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:3587e948d3e5c6232305f9f908b5daaa6194e56a23fbd3151dd3e5672aff8a86

Observation 9aaf285f-f64f-4d69-a8c2-9fcf48c1738d · outbound

This paper cites Biometrics Bulletin , volume =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Biometrics Bulletin , volume =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.591595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:59333beb3ea11970f8f7b6e59a832e41809f90ba5a629752190acf924e47370e

Observation 4bb09b7e-64d0-4f51-b63c-ee6454156e29 · outbound

This paper cites and Whitney, Donald R.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Whitney, Donald R

Reference 7

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.493346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:0e6a91d2726d055ca38623c1063ef8ee8cd1ae63f2523164bf0cb61b8f9c7594

Observation 7fabb188-89b2-4827-8a1b-156af24c66f2 · outbound

This paper cites and Wallis, W.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Wallis, W

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.478364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:1d75b5ca727fdfad9b3e71c429860877e20e81c938d4b96674d266f343ea45c1

Observation f9afa48d-2faa-43b5-99b6-6a7b950520e7 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

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local_arxiv, observed 2026-05-11T04:50:57.208701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:07e8ee69bfd86bd3c2fc783add8186e65eb99acc4ab04a933d2d5fd8985a8bfa

Observation b2fbbffe-982a-456a-ab0a-843d92559bb9 · outbound

This paper cites Nature , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Nature , volume=

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.489940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:9ddcc0d41d6b60abf45ac073d8e105af824e8f309a9798c93d9ca85d92235a1c

Observation fd1fd3b6-b353-4a77-a7ad-457b5c5f8805 · outbound

This paper cites Nature , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Nature , volume=

Reference 11

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.568590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:ea353248f771aada850edb0eb28a7e6343e9abd37c0778e52895424c4f5f8476

Observation 3e67594a-6a96-4f35-83bb-e269e11d705b · outbound

This paper cites UIST , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning UIST , year=

Reference 12

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.438835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:67a003144c66f8e070eb4c6217a443a7a6f0323ab7434ed15aac7ec3aabcbceb

Observation ed6db5a6-b200-4b99-ae56-d8a1f0a7b523 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T03:01:45.301651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:b48da5763edc4b57b1652184c76ea2a565c3acfd8dcc4319d85833c2b1b7ca2e

Observation 576340e9-d4c2-47ca-b466-06339d0cd624 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Large Language Models Cannot Self-Correct Reasoning Yet

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:48:28.335998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:a9f80f6065c918c9d4293c3fdf83f201dd6267ee2b16c7b9bcd65e331a39ff12

Observation 706a58eb-75b2-41e6-a263-ae40d5935bb2 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T00:00:16.565169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:82eebb51dd4f906ea46a4fa645e9b260ff9130a653c350f15b7ee2f748d89a8f

Observation 59d20369-c17a-4380-bcc1-3d5f6d0d67cf · outbound

This paper cites Problems of Monetary Management: The.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Problems of Monetary Management: The

Reference 16

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.446261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:922cdc5e0fa6641ea4616a1e745724cd4619a2220ca28c834a677229776b28dc

Observation 676073b8-0d69-4c1d-9392-5d62bee07f9c · outbound

This paper cites Guevara, A.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Guevara, A

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.232718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:a1a4e800e8362f597b6055eca4302e8f98e8c5e41f8b9ae144173780bcc9dc5a

Observation be5291df-f1df-47d0-a8e4-217bc5190bd7 · outbound

This paper cites Fireside chat.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Fireside chat

Reference 18

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.482457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:d4ba611ffd1b94aa7562880c276bd1e03afa49f3a87993f39714c72162064d11

Observation 6a21d2c8-e5fc-4753-8dc8-278f7074f8fb · outbound

This paper cites Theoretical Physics Benchmark (.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Theoretical Physics Benchmark (

Reference 19

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raw_fallback, observed 2026-05-16T00:31:58.504937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:623847b84f6eab3e0e8736f6301301a2780fcb6df84113b8c0d7292ef50920fd

Observation ccc83e24-e3a4-43ef-a7ef-4e0315a1a029 · outbound

This paper cites arXiv preprint arXiv:2506.06214 , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint arXiv:2506.06214 , year=

Reference 20

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verified exact
arxiv_id, observed 2026-05-11T04:50:57.184207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:f7beda545e42bc49dfeb01d5985d334ca40da322f2560d73b32e3116bdd54cff

Observation 6a6e5d73-5743-4af5-9dcd-db61a5571b22 · outbound

This paper cites The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Reference 21

Resolution
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arxiv_id, observed 2026-05-15T16:10:31.796621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:6b3e54ee930d57d34dff1a6960c1a72750ffdace73cfe567e63007ac89c86107

Observation 64369845-9216-46fe-92fc-d29e3184ddc8 · outbound

This paper cites A Comment On "The Illusion of Thinking": Reframing the Reasoning Cliff as an Agentic Gap.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning A Comment On "The Illusion of Thinking": Reframing the Reasoning Cliff as an Agentic Gap

Reference 22

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verified exact
arxiv_id, observed 2026-05-11T04:50:57.165989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:00ea2f39e6d20a05c568afbdf10f580c054d52b1598cc1354c36b4f02dd92add

Observation 7ba10b81-cdd0-4917-b136-a11b655b0183 · outbound

This paper cites Have Large Language Models Learned to Reason? A Characterization via 3-.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Have Large Language Models Learned to Reason? A Characterization via 3-

Reference 23

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.486512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:f64768cdf4f78e5f1db7d6e7e2543395eeed68fe23a670d8bdaf5ed6f5c377af

Observation b6ea0b55-4e59-4a27-92b4-03ec6f1d61d6 · outbound

This paper cites Logical Phase Transitions: Understanding Collapse in.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Logical Phase Transitions: Understanding Collapse in

Reference 24

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.552292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:7e72ec50941cc1506e2b27ddbb33433d1aa3b91e42704e649292717c591c8e25

Observation 9450d46c-6467-4403-a6b5-d09d141c2594 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.528535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:5e9adf65c8b76b85dd19daf73640dea8a4e8e050723c97ef0e76b15a28acf6db

Observation 4f3a238c-4344-49d2-81ab-4e8cbecbbd1e · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 26

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.450300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

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Observation 12df5b0c-5e9f-42e4-8b22-46665f548642 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 27

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.442657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:45d4c80851485b2934b0a7c07e0bc32c8d47b97809b7f59b6dc39f85d6d84f5a

Observation 856f1791-d114-4833-b991-13fc5115a508 · outbound

This paper cites 2025 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , publisher=

Reference 28

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verified exact
doi, observed 2026-05-11T01:05:50.870841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:0124e7e5b5e19b07c7566b711405ec03c7eb61bc8b7e0767216d680be48a5381

Observation 70942678-eb9a-4129-a81b-f6e489625620 · outbound

This paper cites Test-time Scaling Techniques in Theoretical Physics: A Comparison of Methods on the.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Test-time Scaling Techniques in Theoretical Physics: A Comparison of Methods on the

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.565308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:f6859ebeb3e54191a655d68886717cb8cf7ecba0b3a4f95ad8d310dd3b72d05d

Observation 93ff822a-65f6-476b-9b93-612f219951b0 · outbound

This paper cites Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.131405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:244d89f36c45aa4986bc06467e1981eddcbe84ba49b69002d18b592a78c5b2dc

Observation 3a7fc420-1654-479c-8186-a8f7027e797e · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.541824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:073059ff5acc0d570df1287c9169fb79a1c5fe5e4c3b6e71715bddea383e033d

Observation 2031f6bc-ae51-4fb2-aa26-6764ef3563b1 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.474294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:37b23bfd046d8d3bc2a33fdf7d674d3f64bfeb16cf05a65d0ede57c3dfeca93c

Observation 246d5681-dce2-4855-97f2-1444e481687b · outbound

This paper cites Advancing.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Advancing

Reference 33

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.520421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c40167df384d45ee5a488fae4d01768c1627b80c56089212c038aae71f24e6f5

Observation c81caa92-89cf-4a26-868e-da1249769b73 · outbound

This paper cites Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.113134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:14b0591f25f2f070552f090f54442956a74a02a12e51c52e5a6640e895e9f9a9

Observation 2ce9869b-b026-4192-a5c5-f169368e133f · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.545031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:472380c10253ba1260741e1183743b5e0dea81e3e88154861a1a90f1e08f1acd

Observation a7c04cd5-0e5a-4d1b-a2ca-a9d3eee79597 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.466393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:bb85942020a50bf922feac417f0bcbe1198237ce073d30a07e8a3889a48a4bc1

Observation b41b1dc7-3a14-418e-8602-2d8896ac0316 · outbound

This paper cites arXiv preprint , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.457935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:fe8430061c6ca316e77b28c5e69d76e07eb6fdc2fffc0c977d1ba001dedfab28

Observation 6d12c71b-0056-4c23-a560-d36c0a3b219c · outbound

This paper cites ICLR , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning ICLR , year=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.555575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:474b6c216ccb93d58c2f9f1c5845b2decf47333270a94c9dd8c7c73f4014dc98

Observation 8450ea9e-bf6e-460e-9243-3dff62e93d9e · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.497255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:7ff1cb776212a7611cffd2180bacebda722706f5da4ba031e1a406745885733b

Observation 07dc5673-8254-44ed-9f3f-a71126a2a8be · outbound

This paper cites arXiv preprint , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.558612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:32eaa6dd04fbd1f90e2c33ef8e6dc60fe8533a0e318bc944f75fce1a2f8ef70f

Observation b174d015-2ed7-4e99-a7e8-5b73afc3da26 · outbound

This paper cites arXiv preprint , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.508507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:4ad6504bb3804f3dc4261aaf5ada7595f28d566a6ff523edcdbd1ae4803fa7c1

Observation 2d45c190-0297-4281-baa4-59ecaeff153e · outbound

This paper cites Richmond, C.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Richmond, C

Reference 43

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.879858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:93c1ca751ba7467e5c4ed39383bf990597a8da1420a13a91457b51702d3ac5a1

Observation 70b6c665-f1f9-4dec-9bda-454726376e86 · outbound

This paper cites Single-minus graviton tree amplitudes are nonzero.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Single-minus graviton tree amplitudes are nonzero

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.120989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8db1eeba809f6d81fc8f2d0f6d501199a3407c465d8224ad99640e4c0d5bb66a

Observation 4080207f-af0a-4c9b-a118-26d926a140db · outbound

This paper cites doi:10.5281/zenodo.438045 , url =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning doi:10.5281/zenodo.438045 , url =

Reference 47

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.877629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:58a1558a5603970989a3f8fcf76bcd93302f919bbde3eca8233024b201c3385d

Observation 4d5dae31-caa9-4daf-b5bc-ce553b75ddcc · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.512260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:5ba5f56173150a814ddeecafe81c2b3e05edb3da0c0418186e2ae9a9f0ccfe4c

Observation 73f221d7-d431-4466-84e1-edb190ec424e · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.470657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:a7988c1b0e9558b3296a03040c3526f9c3086fe3555e457eef41008530396552

Observation bbcce219-ad78-4d5a-afea-0f15d5192c24 · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.434940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:477b6f517c901a6917027d7b40288d4d5782cba9a972c7448ebcfb37e968cd25

Observation 6cae9b89-72ba-422a-917d-12bfae9e984d · outbound

This paper cites 2025 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.532398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:10914c0333f5efac38d86d5dac5c49ab146ab56c04609cb20e0fd8943fff8155

Observation 4039c86e-f5cf-4bcd-8bf1-19416a3cf922 · outbound

This paper cites 2026 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2026 , eprint=

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.454211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:6d4caacff0cdc8ea73de131a3444c2121577b7e861023545717d69f8b7d740df

Observation 63fe823b-7366-4420-ab9d-837dabd7e58a · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.538977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e0ef74499e0c9ee02db6f25701414de88da2a23762e444e6b037d247b553356c

Observation 20b8f983-eb6d-4d73-a5fa-0f8a6a5ece40 · outbound

This paper cites 2025 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.535851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:47e26b6572389643e73bee3c7e9ed9418b20b3e83bb7ed84e146a9fd676d1c74

Observation 64bd82cc-0d27-4f89-be73-55b753af477a · outbound

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

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena , url =

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.516545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:78780cbbe731f122495f96fb84e4ac9a4be53244d760abbef2526e26771d063c

Observation 33aa3129-1a72-4e9f-93ba-d4add54f1286 · outbound

This paper cites 2025 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.524232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:791ff313f84764236da4293cb086cd2905e76f4339735ec6ab4af9933241cb1e

Observation 9436f689-9a7b-41a5-acf5-aa8b967b4231 · outbound

This paper cites 15 Advancing Mathematics Research with AI-Driven Formal Proof Search Accelerating scientific research with gemini: Case studies and common techniques.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 15 Advancing Mathematics Research with AI-Driven Formal Proof Search Accelerating scientific research with gemini: Case studies and common techniques

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.092017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:bcd6b7da4b8b097d887e386e2539e13cb3ee7c250541f9bb6b5c3674f501753c

Observation 7af160fc-6dc2-4f49-95b6-c2dcce54264e · outbound

This paper cites arXiv preprint arXiv:2508.08370 , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint arXiv:2508.08370 , year=

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.098248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e2e0ff3ee698c16983589723f7fa996661ad5905094bcb2f84c3cdae50b5c5fb

Observation 99e78323-a020-4ad4-bf88-f2c2bb5948fb · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Proceedings of the 41st International Conference on Machine Learning , pages=

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.572416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:a099a645cd839c09fbb7a3a3998c65067ad87dba4f57dff8c039300ed2b4d1fb

Observation 7a74f404-3425-4a55-9811-f3d11350c5df · outbound

This paper cites Science , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Science , volume=

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.548739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c74c0ffaba9cf23254a65d7f855036891e29e03d357137f2f884a40b9d81e1c9

Observation 1efd38cd-e194-4876-899a-8fc5ffdb50e8 · outbound

This paper cites Science Advances , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Science Advances , volume=

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.501356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:d65e403769f71727604b41845e31a1ac4a68146c4b00eed5dce6c9d4f2df4708

Observation 2cb54d0c-03b2-416b-aa51-1d47b439ccc0 · outbound

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

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Advances in Neural Information Processing Systems , volume=

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.561744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c6c24bc060da066ab59ecf4f9186b8fd880a2ff54764a095cfeb0730da37e541

Observation 0a11c128-5729-482c-a276-a0982bc60f0a · outbound

This paper cites Learning to Unscramble Feynman Loop Integrals with SAILIR.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Learning to Unscramble Feynman Loop Integrals with SAILIR

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:50:57.106359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:6d539b9a7e0680e4783fcc0929253103f9c3566ac059bbc9a3ad627e29b6c9d8

Observation ecc46fbb-2437-4b4b-a1a9-0924511a90d7 · outbound

This paper cites Learning to Unscramble: Simplifying Symbolic Expressions via Self-Supervised Oracle Trajectories.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Learning to Unscramble: Simplifying Symbolic Expressions via Self-Supervised Oracle Trajectories

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:50:57.141857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:94dea1e5d7642638a12cc8ab6c381468fa68dda734918519dcdb6d4f1782c942

Observation 7cee9cc5-cd2c-431b-8d0d-59a48aa99943 · outbound

This paper cites Vibe physics: the AI grad student.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Vibe physics: the AI grad student

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.217681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:f4fc99db61910575708906955059a0ef62f52219e41114257491e53f7f57293b

Pith citing papers

Observation 8e4f6239-6fa9-403e-ba70-b3b0b62849cc · inbound

Agentic Re-Casting using Agentic Re-Simulations cites this paper.

Agentic Re-Casting using Agentic Re-Simulations When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T04:28:58.983064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T04:28:58.983064Z digest=sha256:3ce4e925f5de83f7e9a0ca056e9f7d95fa42645e18380dd2562faabbde725ec9