Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:09.729350Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:09.729350Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T04:28:58.983064Z
A source-named dated measurement, never combined with another source.
Source: cited_works
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 17202e12-3761-4b8e-844a-8bdfc323d43b · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1959 , publisher=
Reference 1
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.
Observation 9f88ff4b-5d48-4659-abe3-ca6785cee880 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1995 , publisher=
Reference 2
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.
Observation 106b9684-bb2b-4d66-b419-0397617b128f · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1998 , publisher=
Reference 3
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.
Observation 78000078-b7e0-4a32-895f-d0409780a9b4 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1978 , publisher =
Reference 4
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.
Observation 478e2fbb-d99b-4c7f-baa4-0ef406a93123 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Ross, Gail , title =
Reference 5
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.
Observation 9aaf285f-f64f-4d69-a8c2-9fcf48c1738d · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Biometrics Bulletin , volume =
Reference 6
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.
Observation 4bb09b7e-64d0-4f51-b63c-ee6454156e29 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Whitney, Donald R
Reference 7
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.
Observation 7fabb188-89b2-4827-8a1b-156af24c66f2 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Wallis, W
Reference 8
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.
Observation f9afa48d-2faa-43b5-99b6-6a7b950520e7 · outbound
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
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.
Observation b2fbbffe-982a-456a-ab0a-843d92559bb9 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Nature , volume=
Reference 10
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.
Observation fd1fd3b6-b353-4a77-a7ad-457b5c5f8805 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Nature , volume=
Reference 11
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.
Observation 3e67594a-6a96-4f35-83bb-e269e11d705b · outbound
Reference 12
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.
Observation ed6db5a6-b200-4b99-ae56-d8a1f0a7b523 · outbound
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
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.
Observation 576340e9-d4c2-47ca-b466-06339d0cd624 · outbound
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
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.
Observation 706a58eb-75b2-41e6-a263-ae40d5935bb2 · outbound
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
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.
Observation 59d20369-c17a-4380-bcc1-3d5f6d0d67cf · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Problems of Monetary Management: The
Reference 16
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.
Observation 676073b8-0d69-4c1d-9392-5d62bee07f9c · outbound
Reference 17
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.
Observation be5291df-f1df-47d0-a8e4-217bc5190bd7 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Fireside chat
Reference 18
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.
Observation 6a21d2c8-e5fc-4753-8dc8-278f7074f8fb · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Theoretical Physics Benchmark (
Reference 19
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.
Observation ccc83e24-e3a4-43ef-a7ef-4e0315a1a029 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint arXiv:2506.06214 , year=
Reference 20
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.
Observation 6a6e5d73-5743-4af5-9dcd-db61a5571b22 · outbound
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
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.
Observation 64369845-9216-46fe-92fc-d29e3184ddc8 · outbound
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
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.
Observation 7ba10b81-cdd0-4917-b136-a11b655b0183 · outbound
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
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.
Observation b6ea0b55-4e59-4a27-92b4-03ec6f1d61d6 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Logical Phase Transitions: Understanding Collapse in
Reference 24
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.
Observation 9450d46c-6467-4403-a6b5-d09d141c2594 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 25
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.
Observation 4f3a238c-4344-49d2-81ab-4e8cbecbbd1e · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 26
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.
Observation 12df5b0c-5e9f-42e4-8b22-46665f548642 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 27
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.
Observation 856f1791-d114-4833-b991-13fc5115a508 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , publisher=
Reference 28
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.
Observation 70942678-eb9a-4129-a81b-f6e489625620 · outbound
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
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.
Observation 93ff822a-65f6-476b-9b93-612f219951b0 · outbound
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
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.
Observation 3a7fc420-1654-479c-8186-a8f7027e797e · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 31
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.
Observation 2031f6bc-ae51-4fb2-aa26-6764ef3563b1 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 32
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.
Observation 246d5681-dce2-4855-97f2-1444e481687b · outbound
Reference 33
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.
Observation c81caa92-89cf-4a26-868e-da1249769b73 · outbound
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
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.
Observation 2ce9869b-b026-4192-a5c5-f169368e133f · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 35
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.
Observation a7c04cd5-0e5a-4d1b-a2ca-a9d3eee79597 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 36
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.
Observation b41b1dc7-3a14-418e-8602-2d8896ac0316 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=
Reference 37
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.
Observation 6d12c71b-0056-4c23-a560-d36c0a3b219c · outbound
Reference 38
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.
Observation 8450ea9e-bf6e-460e-9243-3dff62e93d9e · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work
Reference 39
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.
Observation 07dc5673-8254-44ed-9f3f-a71126a2a8be · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=
Reference 40
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.
Observation b174d015-2ed7-4e99-a7e8-5b73afc3da26 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=
Reference 41
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.
Observation 2d45c190-0297-4281-baa4-59ecaeff153e · outbound
Reference 43
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.
Observation 70b6c665-f1f9-4dec-9bda-454726376e86 · outbound
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
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.
Observation 4080207f-af0a-4c9b-a118-26d926a140db · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning doi:10.5281/zenodo.438045 , url =
Reference 47
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.
Observation 4d5dae31-caa9-4daf-b5bc-ce553b75ddcc · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=
Reference 48
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.
Observation 73f221d7-d431-4466-84e1-edb190ec424e · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=
Reference 49
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.
Observation bbcce219-ad78-4d5a-afea-0f15d5192c24 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=
Reference 50
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.
Observation 6cae9b89-72ba-422a-917d-12bfae9e984d · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=
Reference 51
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.
Observation 4039c86e-f5cf-4bcd-8bf1-19416a3cf922 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2026 , eprint=
Reference 52
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.
Observation 63fe823b-7366-4420-ab9d-837dabd7e58a · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=
Reference 53
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.
Observation 20b8f983-eb6d-4d73-a5fa-0f8a6a5ece40 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=
Reference 54
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.
Observation 64bd82cc-0d27-4f89-be73-55b753af477a · outbound
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
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.
Observation 33aa3129-1a72-4e9f-93ba-d4add54f1286 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=
Reference 56
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.
Observation 9436f689-9a7b-41a5-acf5-aa8b967b4231 · outbound
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
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.
Observation 7af160fc-6dc2-4f49-95b6-c2dcce54264e · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint arXiv:2508.08370 , year=
Reference 58
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.
Observation 99e78323-a020-4ad4-bf88-f2c2bb5948fb · outbound
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
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.
Observation 7a74f404-3425-4a55-9811-f3d11350c5df · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Science , volume=
Reference 60
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.
Observation 1efd38cd-e194-4876-899a-8fc5ffdb50e8 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Science Advances , volume=
Reference 61
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.
Observation 2cb54d0c-03b2-416b-aa51-1d47b439ccc0 · outbound
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
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.
Observation 0a11c128-5729-482c-a276-a0982bc60f0a · outbound
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
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.
Observation ecc46fbb-2437-4b4b-a1a9-0924511a90d7 · outbound
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
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.
Observation 7cee9cc5-cd2c-431b-8d0d-59a48aa99943 · outbound
When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Vibe physics: the AI grad student
Reference 65
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.
Observation 8e4f6239-6fa9-403e-ba70-b3b0b62849cc · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.