Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T18:14:56.831711Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 7 inbound Pith citation observations for arXiv:2603.14473.
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 2026-08-02T18:14:56.831711Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-02T12:22:54.748120Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T12:26:56.078325Z
87 of 87 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation aa30e7de-a703-48fa-8915-996bc8540d87 · outbound
AI Can Learn Scientific Taste Terri and g&d: celebrating 50 years of enlightened scientific judgment.Genes&Development, 37(1-2): 6–8, 2023
Reference 1
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Observation 73574b7f-1f2a-4de0-945c-f80db966cfad · outbound
AI Can Learn Scientific Taste Mitchison
Reference 2
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Observation 486cef4d-86c4-4966-9f0e-c5441720e3d8 · outbound
AI Can Learn Scientific Taste Introducing deep research
Reference 3
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Observation 9b561094-430f-4b96-9703-f28df27b8e43 · outbound
AI Can Learn Scientific Taste Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 4
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Observation add26b79-2c3a-4e75-9b4f-5366d74ab79c · outbound
AI Can Learn Scientific Taste Deepresearcher: Scalingdeepresearchviareinforcementlearninginreal-worldenvironments
Reference 5
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Observation eb15951c-84a6-4d4b-b463-fb01b6b85007 · outbound
AI Can Learn Scientific Taste WisPaper: Your AI Scholar Search Engine
Reference 6
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Observation c7600e99-0cc3-4450-8d8d-9dd589e3ad87 · outbound
AI Can Learn Scientific Taste Codex, 2025
Reference 7
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Observation 8c246d1f-3d52-4883-85ec-d2d49659dcfc · outbound
AI Can Learn Scientific Taste Claude code, 2025
Reference 8
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Observation 9f16d470-50c6-4034-98d6-c5adeb6435e3 · outbound
AI Can Learn Scientific Taste Introducing fars, 2026
Reference 9
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Observation 5b65cdc1-e486-4209-a64b-7aecc7adba52 · outbound
AI Can Learn Scientific Taste Agent Laboratory: Using LLM Agents as Research Assistants
Reference 10
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Observation 8446e6af-8147-4d1d-a481-6e0ca4855a48 · outbound
AI Can Learn Scientific Taste The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Reference 11
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Observation 6638573e-6ff0-498b-95ec-ff1aa89313e9 · outbound
AI Can Learn Scientific Taste Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Reference 12
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Observation 0ed6a4f8-d435-46e3-a8f4-50c19c7b8ac4 · outbound
AI Can Learn Scientific Taste The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas
Reference 13
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Observation f7843b11-7883-4304-9cff-d6da0377884c · outbound
AI Can Learn Scientific Taste Of the Standard of Taste (1757), pages 145–154
Reference 14
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d78cdd4b-b87f-44a2-a315-ec109b4be740 · outbound
AI Can Learn Scientific Taste Art and Its Significance: An Anthology of Aesthetic Theory,Third Edition
Reference 15
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Observation c36f70b1-c418-4ed2-909f-bfb6ac8fd524 · outbound
AI Can Learn Scientific Taste Quantifying long-term scientific impact.Science, 342 (6154):127–132, 2013
Reference 16
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Observation 7224cace-c6d2-41bc-8c6f-a9dd33e4afec · outbound
AI Can Learn Scientific Taste Science of science.Science, 359(6379):eaao0185, 2018
Reference 17
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Observation f423c084-1aae-4047-82a9-ee19963d9dc0 · outbound
AI Can Learn Scientific Taste WorldPM: Scaling Human Preference Modeling
Reference 18
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Observation 742eaa18-f719-4be0-a12c-487e3911df7e · outbound
AI Can Learn Scientific Taste Training language models to follow instructions with human feedback, 2022
Reference 19
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Observation 52ee92da-1809-4755-ba1f-5d6550cc5792 · outbound
AI Can Learn Scientific Taste Learning to summarize from human feedback
Reference 20
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Observation ad7b4d95-86db-494a-8959-c9d62fcc80f7 · outbound
AI Can Learn Scientific Taste RewardBench: Evaluating Reward Models for Language Modeling
Reference 21
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Observation 637b1400-4ceb-4add-9383-c99153db5a94 · outbound
AI Can Learn Scientific Taste RMB: Comprehensively Benchmarking Reward Models in LLM Alignment
Reference 22
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Observation 7a625218-dee7-4b6e-b395-3d97d857f5b3 · outbound
Reference 23
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Observation 96c41a9b-a9ec-4d22-90da-f7537d07d22a · outbound
Reference 24
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Observation c7d4f224-5240-4e36-9678-c6d1c821e4b8 · outbound
AI Can Learn Scientific Taste Generative Verifiers: Reward Modeling as Next-Token Prediction
Reference 25
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Observation 5fb40137-eb2e-4911-9368-a7062d89f522 · outbound
AI Can Learn Scientific Taste Inference-time scaling for generalist reward modeling.arXivpreprintarXiv:2504.02495, 2025
Reference 26
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Observation bb171096-79ff-4530-849e-11c7c51eb651 · outbound
AI Can Learn Scientific Taste Rm-r1: Reward modeling as reasoning.arXivpreprintarXiv:2505.02387, 2025
Reference 27
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Observation 7934e8df-2ad5-455e-a2b7-39bab09110fe · outbound
AI Can Learn Scientific Taste Unified Reward Model for Multimodal Understanding and Generation
Reference 28
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Observation 9ebd7cf7-402f-4ae3-ad92-f5b84a077bff · outbound
AI Can Learn Scientific Taste Unified multimodal chain-of-thought reward model through reinforcement fine-tuning.arXivpreprintarXiv:2505.03318, 2025
Reference 29
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Observation a2af4170-0608-41fa-b6d5-052232e8526e · outbound
AI Can Learn Scientific Taste Unresolved cited work
Reference 30
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Observation d02969f7-5561-4d8a-b174-5e09a40e5e6d · outbound
AI Can Learn Scientific Taste Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Reference 31
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Unavailable: canonical work link unavailable.
Observation a1be7ff5-937a-4181-995b-018431ef1d16 · outbound
AI Can Learn Scientific Taste The invisible leash: Why rlvr may or may not escape its origin.arXivpreprintarXiv:2507.14843, 2025
Reference 32
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Observation 555b72e9-5ddc-4114-a8cf-283019d8d507 · outbound
AI Can Learn Scientific Taste Group Sequence Policy Optimization
Reference 33
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Observation 5a38bf8d-64e5-441c-9ca9-f3154437f372 · outbound
AI Can Learn Scientific Taste Self-foveate: Enhancing diversity and difficulty of synthesized instructions from unsupervised text via multi-level foveation, 2026
Reference 34
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Observation dafb56fd-1cf3-443b-b9c6-aa13158e2dd6 · outbound
AI Can Learn Scientific Taste Can Deep Research Agents Retrieve and Organize? Evaluating the Synthesis Gap with Expert Taxonomies
Reference 35
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Observation 4118b16a-0b55-44a3-a83a-f8d953c886b1 · outbound
AI Can Learn Scientific Taste MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Reference 36
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Observation 728fce13-cfcb-49f5-8a4c-6568be3cf373 · outbound
AI Can Learn Scientific Taste The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 37
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Observation 15a31f7b-fee0-46f2-84ba-1cae8434da87 · outbound
AI Can Learn Scientific Taste AI4Research: A Survey of Artificial Intelligence for Scientific Research
Reference 38
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Observation 91f09421-4b1b-4fed-815c-797f2910204f · outbound
AI Can Learn Scientific Taste Deepscientist: Advancing frontier-pushing scientific findings progressively.arXivpreprintarXiv:2509.26603, 2025
Reference 39
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Observation 4b2f50ca-a395-40e0-a2bc-b7404b9dc5b4 · outbound
AI Can Learn Scientific Taste Innovatorbench: Evaluatingagents’abilitytoconductinnovativellmresearch
Reference 40
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Observation 37ab2b6e-165e-4793-8da3-e07c19432fd2 · outbound
AI Can Learn Scientific Taste Can LLMs generate novel research ideas? a large-scale human study with 100+ NLP researchers, 2024
Reference 41
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Observation bf3375ff-b829-43ce-b2ae-5e58086c3bf9 · outbound
AI Can Learn Scientific Taste Agentreview: Exploring peer review dynamics with llm agents
Reference 42
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Observation 44812474-fdc2-4e34-a6d2-64cd6f32c43e · outbound
AI Can Learn Scientific Taste MARG: Multi-Agent Review Generation for Scientific Papers
Reference 43
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Observation 4343c64e-12f3-4553-97a2-793a7247ea5b · outbound
AI Can Learn Scientific Taste aixiv: A next-generation open access ecosystem for scientific discovery generated by ai scientists
Reference 44
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Observation 6a3918ab-d13c-4650-876a-f1a42743f415 · outbound
AI Can Learn Scientific Taste Can large language models provide useful feedback on research papers? a large-scale empirical analysis.NEJMAI, 1(8):AIoa2400196, 2024
Reference 45
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Observation b734ef6d-3fbd-4960-9c61-1ededdf2b517 · outbound
AI Can Learn Scientific Taste Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025
Reference 46
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Observation 68aed043-79a1-4416-8ca0-6fa9fa14357c · outbound
Reference 47
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Observation ec086ed3-3bea-4ea6-98cc-29cdc32f9199 · outbound
AI Can Learn Scientific Taste Deepreview: Improving llm-based paper review with human-likedeepthinkingprocess
Reference 48
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Observation 70348e42-c923-439b-9f3c-b69bc1eb0b84 · outbound
AI Can Learn Scientific Taste CycleResearcher: Improving Automated Research via Automated Review
Reference 49
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Observation ae654f7d-b650-458f-87a8-c152a2eb46c8 · outbound
AI Can Learn Scientific Taste Opennovelty: An llm-powered agentic system for verifiable scholarly novelty assessment, 2026
Reference 50
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Observation 40e2e86f-2a58-48f7-b032-5a1285f05ce1 · outbound
AI Can Learn Scientific Taste Training a helpful and harmless assistant with reinforcement learning from human feedback,
Reference 51
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Observation 5a67efdf-2bc2-4537-a37f-9402ca10ddaa · outbound
AI Can Learn Scientific Taste DeepSeek-R1: Incentivizing reasoning capability in LLMs via reinforcement learning, 2025
Reference 52
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Observation 678487eb-4d75-429f-96cc-8945cf8ff22f · outbound
AI Can Learn Scientific Taste Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 53
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Observation ebf9e8d2-fff3-459b-ba96-1963f759456a · outbound
AI Can Learn Scientific Taste Game-rl: Synthesizing multimodal verifiable game data to boost vlms’ general reasoning, 2025
Reference 54
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Observation 0263f3fc-7d10-4160-a451-83f4a4b1b014 · outbound
AI Can Learn Scientific Taste Exploring the compositional deficiency of large language models in mathematical reasoning, 2024
Reference 55
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Observation cb0d2230-cf79-47a1-9020-8a22e116072e · outbound
AI Can Learn Scientific Taste From words to worth: Newborn article impact prediction with llm
Reference 56
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Observation 1489dc2c-5ab3-40ac-9e49-7aec947c24c5 · outbound
AI Can Learn Scientific Taste Naipv2: Debiased pairwise learning for efficient paper quality estimation, 2025
Reference 57
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Observation e658038d-c390-4a66-aced-80b2bd4a4030 · outbound
AI Can Learn Scientific Taste ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking
Reference 58
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Observation 5b12daa5-3eb9-41c1-89b8-cdcb18c6bb43 · outbound
Reference 59
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Observation 003c2018-de66-421e-a3d4-430c2025eda7 · outbound
Reference 60
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Observation 773ae30c-f911-4934-97fe-517343800d7a · outbound
Reference 61
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Observation 3aaee713-1b19-4cdd-bdad-d1e9b66717db · outbound
AI Can Learn Scientific Taste Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Reference 62
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Observation 1e8128d5-93ef-485c-8298-ea6fa87d21a6 · outbound
AI Can Learn Scientific Taste SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 63
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Observation d708b6ee-f5db-4601-b1fe-fad1af42af51 · outbound
AI Can Learn Scientific Taste DianJin-R1: Evaluating and Enhancing Financial Reasoning in Large Language Models
Reference 64
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Observation f44f5df8-ac25-45ac-9c26-8ba6bfa81712 · outbound
AI Can Learn Scientific Taste rStar2-Agent: Agentic Reasoning Technical Report
Reference 65
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Observation 7ba993eb-7cce-4f29-87bb-a105448036be · outbound
AI Can Learn Scientific Taste STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and Benchmarking
Reference 66
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Observation 252988a3-7c68-4428-97a4-94cc3161bb16 · outbound
AI Can Learn Scientific Taste Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 67
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Observation 14721a90-bfdf-49cd-98a5-ca1d30a30522 · outbound
AI Can Learn Scientific Taste Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 68
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Observation a1a1e9a9-e753-42cf-abaf-ab2cbac433f5 · outbound
AI Can Learn Scientific Taste Formally Verified Neurosymbolic Trajectory Learning via Tensor-based Linear Temporal Logic on Finite Traces
Reference 69
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Unavailable: canonical work link unavailable.
Observation b10d94e5-e47a-474a-b802-19ffcb38953f · outbound
AI Can Learn Scientific Taste The Logic of Graph Neural Networks
Reference 70
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Observation 402ef6a6-a0dc-456d-acfa-e43d8cc935a6 · outbound
AI Can Learn Scientific Taste Corpus based amharic sentiment lexicon generation
Reference 71
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Observation 57c1077d-03d1-41b2-a1f4-7497c7997aca · outbound
AI Can Learn Scientific Taste Erratum: Orientation dynamics of asymmetric rotors using random phase wave functions [phys
Reference 72
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 09657480-a4e7-4de4-a379-89f22938e418 · outbound
AI Can Learn Scientific Taste The theory of variational hybrid quantum-classical algorithms.NewJournal ofPhysics, 18(2):023023, February 2016
Reference 73
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Observation 6fe225d9-96e0-49bd-815b-7a2be35587ac · outbound
AI Can Learn Scientific Taste Identifying boosted objects with n-subjettiness.Journal of High EnergyPhysics, 2011(3), March 2011
Reference 74
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Observation 14fdd794-430c-4295-954c-179be09554d9 · outbound
AI Can Learn Scientific Taste One-side forward-backward asymmetry at the lhc.PhysicalReview D, 83(1), January 2011
Reference 75
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9440c505-1608-4a6a-97e1-54932f0d41e3 · outbound
AI Can Learn Scientific Taste PU-Net: Point Cloud Upsampling Network
Reference 76
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Observation 954c7d53-0ae5-436d-89b1-35ffd6010438 · outbound
AI Can Learn Scientific Taste Open3D: A Modern Library for 3D Data Processing
Reference 77
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Observation 4fef7fd0-648f-45d0-9e96-3e15e33e0aa6 · outbound
AI Can Learn Scientific Taste OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning
Reference 78
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Observation 3c25ee16-49c5-423a-b43c-b6ed891803f1 · outbound
AI Can Learn Scientific Taste YOLOv11: An Overview of the Key Architectural Enhancements
Reference 79
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Observation 0e2e83d6-4626-4df0-b180-046c56fafda8 · outbound
AI Can Learn Scientific Taste Jukebox: A Generative Model for Music
Reference 80
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Observation 371f6d9d-30ef-44ed-a8d6-af533d666ec6 · outbound
AI Can Learn Scientific Taste Neural mos prediction for synthesized speech using multi-task learning with spoofing detection and spoofing type classification, 2020
Reference 81
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Observation 4a993af3-263f-4814-9eb9-63f035d009f0 · outbound
AI Can Learn Scientific Taste On purity and applications to coderived and singularity categories
Reference 82
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Observation 2c370ac4-b88b-4a24-a256-d279c5738aee · outbound
AI Can Learn Scientific Taste Yoneda lemma for complete Segal spaces
Reference 83
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Observation 6e723178-f096-4e0a-8c44-d47d0b5d872c · outbound
AI Can Learn Scientific Taste On purity and applications to coderived and singularity categories
Reference 2020
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Unavailable: canonical work link unavailable.
Observation 99fcec53-fb22-4823-8d4f-d525e772e683 · outbound
AI Can Learn Scientific Taste Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 2022
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Unavailable: canonical work link unavailable.
Observation 4f41c409-a810-438e-9c71-131097211151 · outbound
AI Can Learn Scientific Taste DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 2024
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Unavailable: canonical work link unavailable.
Observation 5ca65411-195a-4c1d-b491-e89633e46c99 · outbound
AI Can Learn Scientific Taste invisible leash
Reference 2025
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Observation b8ec8b61-7544-4f39-8497-3da0c267ca1b · inbound
GIANTS: Generative Insight Anticipation from Scientific Literature AI Can Learn Scientific Taste
Reference 25
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0104882c-363b-4505-ad2d-ed8c3ce5532c · inbound
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration AI Can Learn Scientific Taste
Reference 15
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fbeb01da-cf0b-480d-a8fd-a3e45794a547 · inbound
FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution AI Can Learn Scientific Taste
Reference 30
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2fca9695-7b9d-478b-a9a9-425a662a176a · inbound
GraphReview: Scientific Paper Evaluation via LLM-Based Graph Message Passing AI Can Learn Scientific Taste
Reference 6
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 19489b27-40ac-4a3a-80df-cd8b3e818ed4 · inbound
SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones? AI Can Learn Scientific Taste
Reference 15
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4481f05a-e7e7-4e07-ae5e-b1081c30cbf9 · inbound
ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment AI Can Learn Scientific Taste
Reference 4
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 32ed8270-80ed-4115-a273-c3744a7a637c · inbound
Measuring the Gap Between Human and LLM Research Ideas AI Can Learn Scientific Taste
Reference 12
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.