Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-14T09:17:00.467000Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 100 of 129 outbound references and 0 inbound Pith citation observations for arXiv:2607.10789.
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 2026-07-14T09:17:00.467000Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 129 outbound references displayed
External citation measurements
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Observation 887ebb8c-d4d9-493f-9541-cda3d6507d09 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Inverse problems: a bayesian perspective,
Reference 1
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Observation 8fca80b2-300b-4e6f-bdb2-d4044f7d283c · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Solving inverse problems using data-driven models,
Reference 2
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Observation d57109dd-8342-4b60-ad4a-a7d793f93b75 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging The automation of science,
Reference 3
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Observation 4be28528-2f61-49c4-a485-7ad353626025 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging A deep learning approach to antibiotic dis- covery,
Reference 4
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Observation eba1e02b-0fad-4b4b-8476-179c211d0142 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Highly accurate protein structure prediction with alphafold,
Reference 5
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Observation 40c213ac-e26f-40fc-ac5c-bf3f17ddafdc · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Hypothesis Generation with Large Language Models
Reference 6
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Observation 2adcdc8b-c339-4b2b-9b8f-26dc09b8b55f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging First Sagittarius A* Event Horizon Telescope Results. II. EHT and Multi-wavelength Observations, Data Processing, and Calibration
Reference 7
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Observation eb2fc8cf-5ae0-4d0b-9949-ccc00f4a7fde · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging An overview of full-waveform inversion in exploration geophysics,
Reference 8
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Observation ee68b195-094c-4e62-a110-dad0f0db8475 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Local patches meet global context: Scalable 3d diffusion priors for computed tomography reconstruction,
Reference 9
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Observation 74ec098c-633f-4dde-a3b1-a0ea8bf46b27 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging On the determination of functions from their integral values along certain manifolds,
Reference 10
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Observation fa8f510b-5319-4602-aa64-1d4b3c9862a4 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Maximum likelihood reconstruction for emission tomography,
Reference 11
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Observation 9f249ecf-db8f-4662-9961-169a88b8c8bb · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Sparse mri: The application of compressed sensing for rapid mr imaging,
Reference 12
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Observation 23a767ec-c0a1-4811-8406-deb2dff9f856 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Optimization methods for MR image reconstruction (long version)
Reference 13
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Observation bc6f3f8d-03f8-43ee-a2a1-37e4ccd156e3 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Spatiotemporal maps for dynamic mri reconstruction,
Reference 14
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Observation b4c4befc-ed9e-4272-a1f5-f1a61d816f3f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Addbiomechanics: Automating model scaling, inverse kinematics, and inverse dynamics from human motion data through sequential optimization,
Reference 15
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Observation d5015531-7179-4788-b06c-c1fef37d6e41 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Automating the practice of science: Opportunities, challenges, and implications,
Reference 16
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Observation 81a21ece-270f-4c35-8506-414e91da4fd6 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 17
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Observation bd1a45af-577e-4202-9c8c-c82ed24f2ac4 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Tarantola,Inverse problem theory and methods for model parameter estimation
Reference 18
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Observation 2143d79a-b3ba-488a-9d2b-d52cb0bc8147 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging ChemCrow: Augmenting large-language models with chemistry tools
Reference 19
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Observation 3a2ccf08-fedd-4682-b196-446b7f5f0bda · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face,
Reference 20
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Observation 91a79b59-ab3c-4111-b65e-a17f28361dbd · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Scicode: A research coding benchmark curated by scientists,
Reference 21
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Observation f3b9591a-9c4c-4707-b2a8-8863478fcf5e · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
Reference 22
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Observation 8ed8d0d6-981e-482a-900a-8aaffafa1474 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Reference 23
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Observation 8aa4e96b-0b9c-4221-8282-a98388df1bd3 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Wave-based non- line-of-sight imaging using fast fk migration,
Reference 24
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Observation 8d303a77-7c21-44ba-9c55-244bcaf8c144 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Ptylab.m/py/jl: a cross- platform, open-source inverse modeling toolbox for conventional and fourier ptychography,
Reference 25
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Observation 39b9345f-d40d-46ee-a1d3-37d8aae141b3 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Experimental robustness of fourier ptychography phase retrieval algorithms,
Reference 26
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Observation 1e21aa96-7d0d-410d-b4e3-03ec0d20d0d9 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Reconstructing video of time- varying sources from radio interferometric measurements,
Reference 27
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Observation 221f3cc3-cc25-4822-80a5-cd36c0096f6f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
Reference 28
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Observation 02f63ca2-84b0-478d-9a51-a2507c443b34 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Evaluating Large Language Models Trained on Code
Reference 29
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Observation 2f1f5d78-b451-4b1e-a69b-8ba586c70904 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 30
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Observation 4c776edb-d3ef-4908-a343-a6cc2ae3bb33 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Reference 31
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Observation 3ac5f2c2-2cbf-4e47-9a6d-b279ea88a10f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Reference 32
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Observation 7a89bf00-5edb-4de0-8ecf-7c056af98b39 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Blade: Benchmarking language model agents for data-driven science,
Reference 33
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Observation fd4d4a8e-50cc-46a5-94df-16f21d958f8f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Astrovisbench: A code benchmark for scientific computing and visualization in astronomy,
Reference 34
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Observation fcd8627a-dfe5-4020-8243-38313553d31d · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research
Reference 35
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Observation fb15ca6b-cb39-4a3f-8c98-e5f265c78b84 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics
Reference 36
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Observation b13ec5ca-cb26-4f3f-a438-0ecad5dc2d7b · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Gpqa: A graduate-level google- proof q&a benchmark,
Reference 37
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Observation 873fc6ac-4908-48fc-8314-28b34b99ae4a · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
Reference 38
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Observation 1d9d6a85-fc24-471f-84df-0d55338e06e6 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 39
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Observation 878368e1-2886-48aa-9d18-77e8028afd33 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Chatbot arena: An open platform for evaluating LLMs by human preference,
Reference 40
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Observation c0e42412-6a28-4f36-b02e-f3a08b0dc31c · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 41
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Observation 4eb1d045-8625-4e48-9c55-e6f79bac85da · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 42
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Observation 93deec46-b092-43b2-9542-d7c05c1c3ef9 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 43
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Observation 6c6b94da-7bc5-477d-8d2f-9ef4dcad66dc · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Wait for the Observation 29before continuing
Reference 44
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Observation c17b24ac-cd64-4617-99da-dcbffb306d89 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 45
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Observation eeb8a41b-6f32-4839-8052-41cbc67d1dc9 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 46
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Observation 35ddccdc-ee4e-4490-b48a-50304f623662 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 47
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Observation 4df623b5-f84c-46d3-afb7-9c57f0cc8ac1 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 48
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Observation fea58213-9f98-4097-a98c-469d076ad164 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 49
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Observation 09cb81b6-5f7e-475d-861f-3d872e2e3a00 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 50
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Observation f5617732-492c-4faf-b29c-ca56e2f7b82b · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 51
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Observation 7c009f18-f838-4c89-90ba-f42e3b0f225c · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 52
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Observation e68e3807-11b8-4cc8-a0a1-07a8ad4b79f5 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 53
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Observation 8758c310-20c8-44b5-ad33-4dcb865a8e94 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 54
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Observation cac5cc0c-bde2-4943-a9ab-40241b5edcaf · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 55
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Observation 420d0676-63a0-4fec-8da2-c3396668397a · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 56
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Observation d1fa38a5-c115-422b-86ab-d5ffeaf1876b · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 0cf8115a-b2ae-46ce-be6a-cb8554000a16 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 5561beba-ed53-4c8b-87b3-2108605aede8 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 59
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Observation 198fc232-04a9-48bc-a848-9a1a6bea8b86 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 60
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Observation 058d7a96-73c9-4dd9-9e7b-7116805f0aa6 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation ac96ca00-1203-4690-8490-ea2ca729212d · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 4458f55c-ac41-4f49-9d21-d485719de50f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 07bdf246-0350-4384-95b8-caf6f14a706a · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 29e8e331-9fb1-4617-b4fb-bd8150cbc468 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation f551c1fb-9e8c-4e89-ab0f-d2fa87211f0a · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation aec89435-e237-46a7-9aff-5e7e0520e658 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 15f25232-7670-42c8-b3b4-6c4ffeea3388 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 29a2650f-d9b7-4d03-87b8-e85df033a434 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Fourier ptychography phase retrieval
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Observation f1fb3f4a-8e54-404d-b56f-01c652903457 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging 33 3)Code Design: the full set of typed function signatures fromplan/design.md, establishing the interface contract
Reference 70
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Observation 1ebc446f-3c87-4e21-b03e-e0a1ef80bbe1 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 5b090bfe-7830-4427-be9f-897a19665099 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 45f7d135-615e-4dd9-b7dd-4505381541f7 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 37e60322-2c6a-474a-a0ba-fa722d323ecd · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 4e5153b6-50ae-4486-a477-6a85528c57ba · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 752eb444-bca6-4ed4-9943-00909e56d5da · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 2b60efbc-b9ab-45ff-b4e2-ead7c48b8148 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation dba8269a-52e7-47ca-8b4e-604ae8a99321 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation d6e350ab-5b1d-45a6-aba9-d07fd4f3ef33 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging If not, reject the signal and instruct the agent to run the test suite before finishing
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Observation c4c37da3-925e-4906-beaf-31fe5c709234 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging update x
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Observation 4d637370-c0b2-49f6-ba3f-0732ed838150 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging decision
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Observation 43c562e4-c752-4008-bc20-97c521421315 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Output only raw JSON
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Observation d2625d0e-5a15-4174-a41e-176260819f14 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging decision
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Observation eb140034-3f5d-4865-a2f0-7bb64f0a6193 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation b7124a25-315e-4048-9e4d-a518226ade73 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 18d082ba-ff62-4a5c-a1a3-24c2dac6c7c5 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation abf58c28-e8b8-44b0-826d-a96edb0166c1 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging 5.Strict output format.Output only valid Python code in a markdown block
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Observation 3655d840-319e-43a5-b2ec-7fc7cd9b2396 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging __main__
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Observation 29ec0daa-fcef-4aaf-b3ca-e28840100e2d · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation c58876f4-cfa8-4fd2-987a-7d21331abce3 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 05d14c80-7303-466e-b355-2bb3a9c8f019 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation d3b01d9f-e0c1-496b-baaa-06c58631a392 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging __main__
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Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
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Observation 4acf5bc4-4987-40a3-9eb7-d184ff7c2783 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 95
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Observation f0cbb12f-8758-4a0a-87c2-2596d783253f · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging unexpected keyword argument
Reference 96
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Observation 26543a3c-eef5-45f7-96b4-f5d3438538f3 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 97
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Observation ae76dc82-485b-444b-816f-5bb2d0b5b19b · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 98
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Observation 19b84069-4fd5-4794-8bee-d0d36c05a9c3 · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 99
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Observation 11d4b9de-1428-4107-a698-67a1e97c8dfa · outbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging Unresolved cited work
Reference 100
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