From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI | Paper Citation Record

Observation c45bdb70-6019-4319-8cc1-60c7f6a4d8d2 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI On the Opportunities and Risks of Foundation Models

Reference 1

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Observation 525641d6-d024-420d-8e81-94b3a07dd42d · outbound

This paper cites Recent advances in natural language processing via large pre-trained language models: A survey.ACM Computing Surveys, 56(2): 1–40, 2023.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Recent advances in natural language processing via large pre-trained language models: A survey.ACM Computing Surveys, 56(2): 1–40, 2023

Reference 2

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Observation 06d1fa13-8fce-4336-bab7-63c8e1a3bd72 · outbound

This paper cites A comprehensive overview of large language models.ACM Transactions on Intelligent Systems and Technology, 16(5):1–72, 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A comprehensive overview of large language models.ACM Transactions on Intelligent Systems and Technology, 16(5):1–72, 2025

Reference 3

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Observation 595707cb-4894-4272-b5c9-80ec498587c0 · outbound

This paper cites A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6), 2024.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6), 2024

Reference 4

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Observation 75f30ca2-e5c8-4609-9bcb-9153a7d34472 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 5

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Observation 7991ae40-1070-4654-8352-09934d3b8d26 · outbound

This paper cites Large Language Models Meet NLP: A Survey.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Large Language Models Meet NLP: A Survey

Reference 6

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Observation 33dc3857-8a66-4168-8793-171b9d867919 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI ReAct: Synergizing Reasoning and Acting in Language Models

Reference 7

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Observation 5d389ec5-9f9f-47f7-8fb0-b0466babab4f · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Generative agents: Interactive simulacra of human behavior

Reference 8

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Observation 3ffd93ec-e80c-4282-aaa3-4b666504c812 · outbound

This paper cites A survey on the memory mechanism of large language model-based agents.ACM Transactions on Information Systems, 43(6):1–47, 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A survey on the memory mechanism of large language model-based agents.ACM Transactions on Information Systems, 43(6):1–47, 2025

Reference 9

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Observation 0a00f0fb-4d9a-46d2-b729-f015210e15c1 · outbound

This paper cites Attentionisallyouneed.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Attentionisallyouneed

Reference 10

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Observation e6a629e4-9581-4c0f-9fc7-2be92d2e72fa · outbound

This paper cites Language models are few-shot learners.Advances in Neural Information Processing Systems, 33:1877–1901, 2020.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Language models are few-shot learners.Advances in Neural Information Processing Systems, 33:1877–1901, 2020

Reference 11

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Observation 26ed9f79-f178-4735-89df-7d0a43fa1f8c · outbound

This paper cites Scaling Laws for Neural Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Scaling Laws for Neural Language Models

Reference 12

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Observation 9f71dea2-c0fb-4a03-8714-b9519bcd3217 · outbound

This paper cites Training Compute-Optimal Large Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Training Compute-Optimal Large Language Models

Reference 13

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Observation cbb50f76-a857-43c2-995c-88c5f88bc46e · outbound

This paper cites GPT-4 Technical Report.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI GPT-4 Technical Report

Reference 14

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Observation e99edac6-465d-4c72-b894-125ee53ca43c · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Chain-of-thought prompting elicits reasoning in large language models

Reference 15

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Observation e374680e-1fc9-4b61-bdb6-5bd4cf559429 · outbound

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From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Unresolved cited work

Reference 16

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Observation 08e30881-2c50-4c9a-aaec-c4db45fabdfc · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36, 2023.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36, 2023

Reference 17

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Observation 9c7f7d2e-f06c-4c72-8dcc-804fd6b34093 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 18

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Observation 0c0b0fe8-3346-46c6-b861-daec6f2fc876 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 19

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Observation a8c9011b-64df-40be-86e5-7161b6f8b7aa · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 20

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Observation 89b094ed-b0bf-40f4-8914-bbc832a9a450 · outbound

This paper cites Introducing ChatGPT.https://openai.com/blog/chatgpt, 2022.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Introducing ChatGPT.https://openai.com/blog/chatgpt, 2022

Reference 21

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Observation 9ba527bf-e3f8-4e5d-8f53-35c2ca84c70a · outbound

This paper cites Gemma 2: Improving open language models at a practical size, 2024.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Gemma 2: Improving open language models at a practical size, 2024

Reference 23

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Observation 186eb8a7-507b-470e-bc68-a94b8c701495 · outbound

This paper cites Mistral 7B.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Mistral 7B

Reference 24

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Observation e1a8fde1-b838-46d2-93f4-1db72545bb4e · outbound

This paper cites PaLI-X: On Scaling up a Multilingual Vision and Language Model.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI PaLI-X: On Scaling up a Multilingual Vision and Language Model

Reference 25

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Observation 718ce330-cca5-4b6f-afc5-0b203cbdfc4b · outbound

This paper cites an unresolved cited work.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Unresolved cited work

Reference 26

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Observation bb23b7a1-730d-43da-ba77-3ee290cd50c8 · outbound

This paper cites Towards reasoning in large language models: A survey.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Towards reasoning in large language models: A survey

Reference 27

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Observation 87c99d16-8437-4e87-ab2d-cad8090e3607 · outbound

This paper cites Faith and fate: Limits of transformers on compositionality.Advances in neural information processing systems, 36: 70293–70332, 2023.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Faith and fate: Limits of transformers on compositionality.Advances in neural information processing systems, 36: 70293–70332, 2023

Reference 28

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Observation 93c94ccc-29ae-4708-907f-faf0c0abb81c · outbound

This paper cites Large language models still can’t plan (a benchmark for llms on planning and reasoning about change).

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Large language models still can’t plan (a benchmark for llms on planning and reasoning about change)

Reference 29

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Observation 9f5e863e-81e9-4fc6-bc42-a89f61c5f892 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 30

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Observation 4a6cfdda-525f-4df9-bff1-b4e492044b2c · outbound

This paper cites Large language models are zero-shot reasoners.Ad- vances in Neural Information Processing Systems, 35:22199–22213, 2022.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Large language models are zero-shot reasoners.Ad- vances in Neural Information Processing Systems, 35:22199–22213, 2022

Reference 31

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Observation 59b67c11-2565-4122-bc2e-d2cf09a11d0c · outbound

This paper cites Self-refine: Iterative refinement with self- feedback.Advances in Neural Information Processing Systems, 36:46534–46594,.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Self-refine: Iterative refinement with self- feedback.Advances in Neural Information Processing Systems, 36:46534–46594,

Reference 32

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Observation 523ae1a7-f3c5-4757-9045-c93d6d4377b9 · outbound

This paper cites Re- flexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652, 2023.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Re- flexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652, 2023

Reference 33

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Observation 09ac4e9d-34cb-4355-af43-a41db274d9c0 · outbound

This paper cites Let’s verify step by step.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Let’s verify step by step

Reference 34

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Observation 18d3692b-c8f0-4eb9-b9ce-063a3421de54 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 35

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Observation c7525e1a-dad5-46b4-ac21-0c26ba34e99c · outbound

This paper cites Generative to Agentic AI: Survey, Conceptualization, and Challenges.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Generative to Agentic AI: Survey, Conceptualization, and Challenges

Reference 36

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Observation 463236a3-0639-412c-93b7-7363b3de8256 · outbound

This paper cites Agentic Reasoning for Large Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Agentic Reasoning for Large Language Models

Reference 37

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Observation f5ec3cfc-877d-4944-bba5-d1fbc8d1accd · outbound

This paper cites Advancing reasoning in large language models: Promising methods and approaches.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Advancing reasoning in large language models: Promising methods and approaches

Reference 38

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Observation 487408ec-a90d-40d1-b875-a4af658bef2c · outbound

This paper cites Edge general intelligence through world models, large language models, and agentic ai: Fundamentals, solutions, and challenges.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Edge general intelligence through world models, large language models, and agentic ai: Fundamentals, solutions, and challenges

Reference 39

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Observation 17f7b037-3176-40b2-ba63-4c6a7be9126d · outbound

This paper cites A Survey on Large Language Model-Based Game Agents.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A Survey on Large Language Model-Based Game Agents

Reference 40

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Observation 2adcaceb-dca5-453d-aba3-13c8bcc4913f · outbound

This paper cites Toward large reasoning models: A survey of reinforced reasoning with large language models.Patterns, 6(10), 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Toward large reasoning models: A survey of reinforced reasoning with large language models.Patterns, 6(10), 2025

Reference 41

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Observation f7e69140-9b21-4dfd-b9ad-e9fe6f4cf51d · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 42

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Observation 971d1eda-6ac9-4664-93d3-68333f9e3477 · outbound

This paper cites Large language model agents: A comprehensive survey on architectures, capabilities, and applications.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Large language model agents: A comprehensive survey on architectures, capabilities, and applications

Reference 43

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Observation 3286f0e0-4538-4254-ae1c-091dd5070375 · outbound

This paper cites A survey of reasoning with foundation models: Concepts, methodologies, and outlook.ACM Computing Surveys, 57(11):1–43, 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A survey of reasoning with foundation models: Concepts, methodologies, and outlook.ACM Computing Surveys, 57(11):1–43, 2025

Reference 44

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Observation 05545cb6-7f53-4210-9d74-c40d53bf5bbf · outbound

This paper cites Agentic large language models, a survey.Journal of Artificial Intelligence Research, 84, 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Agentic large language models, a survey.Journal of Artificial Intelligence Research, 84, 2025

Reference 45

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Observation a159e3b0-6f4c-40ce-a7d0-05455ee4edbb · outbound

This paper cites Openhands: An open platform for ai software developers as generalist agents.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Openhands: An open platform for ai software developers as generalist agents

Reference 46

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Observation cd52e7a0-6e4d-4803-bb31-82eb8f05bc3f · outbound

This paper cites SWE-agent: Agent-computer interfaces enable automated software engineering.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI SWE-agent: Agent-computer interfaces enable automated software engineering

Reference 47

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Observation 514f51c9-cbcb-4396-9b65-43aa8ab807fd · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 48

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Observation c4ca01da-93b8-4c1f-80dc-b144af78c1fa · outbound

This paper cites OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments

Reference 49

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Observation 8e48a8f2-f664-47c0-8261-f9ead43680b8 · outbound

This paper cites Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig

Reference 50

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Observation 06801bdc-13eb-4c6f-a8b8-0c7c6ba66b91 · outbound

This paper cites Voyager: An open-ended embodied agent with large language models.Transactions on Machine Learning Research, 2024.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Voyager: An open-ended embodied agent with large language models.Transactions on Machine Learning Research, 2024

Reference 51

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Observation 4d88e9a2-0be5-41a7-b888-4838860f9108 · outbound

This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Reference 52

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Observation 5f34afc7-b46c-4a74-979c-16cc4d477de4 · outbound

This paper cites Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation

Reference 53

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Observation 84a69499-d64d-4e06-8624-dfc71b34bbd0 · outbound

This paper cites A survey on the optimization of large language model-based agents.ACM Computing Surveys, 58(9):1–37, 2026.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A survey on the optimization of large language model-based agents.ACM Computing Surveys, 58(9):1–37, 2026

Reference 54

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Observation 100a4ab9-9528-4e02-aa12-c847eac35390 · outbound

This paper cites Exploring Autonomous Agents through the Lens of Large Language Models: A Review.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Exploring Autonomous Agents through the Lens of Large Language Models: A Review

Reference 55

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Observation 5a338120-49ac-46a4-8d68-173149c50847 · outbound

This paper cites A survey on agentic multimodal large language models.arXiv preprint arXiv:2510.10991, 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A survey on agentic multimodal large language models.arXiv preprint arXiv:2510.10991, 2025

Reference 56

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Observation 7c325d18-b323-4370-bd1a-58311d3612b5 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI AgentBench: Evaluating LLMs as Agents

Reference 57

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Observation cb4d7dbb-14e5-46df-a77b-b5a99d176e06 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:22.582159Z

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Observation 6eeffda5-d508-4383-b456-19a2a283c988 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:22.732114Z

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Observation 78a71bcb-6e36-41b6-82ee-331cf9102d07 · outbound

This paper cites Survey of hallucination in natural language generation.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Survey of hallucination in natural language generation

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:22.817617Z

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Observation dd96dc8e-7078-4577-8ab1-8dd873fd8e11 · outbound

This paper cites Memgpt: towards llms as operating systems.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Memgpt: towards llms as operating systems

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:22.975213Z

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Observation 23f498cf-002c-4611-836c-5601e09fb8ba · outbound

This paper cites Identifying the risks of lm agents with an lm-emulated sandbox.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Identifying the risks of lm agents with an lm-emulated sandbox

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:23.123934Z

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Observation 4e702b5c-bf93-4349-a146-28237a1152ef · outbound

This paper cites Agentdojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents.Advances in Neural Information Processing Systems, 37:82895–82920, 2024.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Agentdojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents.Advances in Neural Information Processing Systems, 37:82895–82920, 2024

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:23.228973Z

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Observation c29d17d9-1f73-402b-9743-7970b003d8bc · outbound

This paper cites Injecagent: Benchmarking indirect prompt injections in tool-integrated large language model agents.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Injecagent: Benchmarking indirect prompt injections in tool-integrated large language model agents

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:23.342243Z

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Observation 2fd005a8-e575-47ff-beef-a18590269674 · outbound

This paper cites Openclaw prism: A zero-fork, defense-in-depth runtime security layer for tool- augmented llm agents.arXiv preprint arXiv:2603.11853, 2026.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Openclaw prism: A zero-fork, defense-in-depth runtime security layer for tool- augmented llm agents.arXiv preprint arXiv:2603.11853, 2026

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:23.424257Z

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Observation 1cd9fb29-2ce3-452f-9521-3455345569c3 · outbound

This paper cites Chameleon: Plug-and-play compositional reasoning with large language models.Advances in Neural Information Processing Systems, 36:43447–43478, 2023.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Chameleon: Plug-and-play compositional reasoning with large language models.Advances in Neural Information Processing Systems, 36:43447–43478, 2023

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:23.781051Z

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Observation c836a726-31c6-4d2a-9a24-cc982250bea4 · outbound

This paper cites Qwen3.6-27B non-thinking, April 2026.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Qwen3.6-27B non-thinking, April 2026

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:23.888177Z

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Observation cc464cd1-c778-43ae-8b20-f47fef032b46 · outbound

This paper cites Stateless yet not forgetful: Implicit memory as a hidden channel in llms.arXiv preprint arXiv:2602.08563, 2026.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Stateless yet not forgetful: Implicit memory as a hidden channel in llms.arXiv preprint arXiv:2602.08563, 2026

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.000605Z

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Observation 9927515d-7e35-4677-890f-5b785c2bb2dc · outbound

This paper cites Reasoning and planning with large language models in code development.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Reasoning and planning with large language models in code development

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.143414Z

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Observation f8a2828b-ae1b-431b-b527-c82b1293f20a · outbound

This paper cites Structured chain-of-thought prompting for code generation.ACM Transactions on Software Engineering and Methodology, 34(2):1–23, 2025.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Structured chain-of-thought prompting for code generation.ACM Transactions on Software Engineering and Methodology, 34(2):1–23, 2025

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.245230Z

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Observation 37980bcf-05db-4aa7-9726-67115824b9dc · outbound

This paper cites A survey on large reasoning models with self-play deep reinforcement learning and chain-of-thought.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A survey on large reasoning models with self-play deep reinforcement learning and chain-of-thought

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.351784Z

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Observation 7fdc9e01-3dfc-41fa-af9e-1d5f50ffa912 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Multimodal Chain-of-Thought Reasoning in Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.460551Z

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Observation 55eddf56-0213-4378-9c99-3a0f01b92f97 · outbound

This paper cites Progco: Program helps self-correction of large language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Progco: Program helps self-correction of large language models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.602821Z

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Observation d094c38d-487e-4675-a4b2-70c9c80355f5 · outbound

This paper cites Thinking, fast and slow.Farrar, Straus and Giroux, 2011.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Thinking, fast and slow.Farrar, Straus and Giroux, 2011

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.764951Z

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Observation 94d2fb91-296b-4763-9b07-a536e7d0c803 · outbound

This paper cites A Survey of Large Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI A Survey of Large Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:24.885852Z

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Observation 5d77b5e8-e400-4dd4-b8b5-60abd430639a · outbound

This paper cites Safechain: Safety of language models with long chain-of-thought reasoning capabilities.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Safechain: Safety of language models with long chain-of-thought reasoning capabilities

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:25.050404Z

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Observation ff5016be-6f16-4298-8c6a-3521eccba99a · outbound

This paper cites an unresolved cited work.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:25.226610Z

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Observation 88405bba-a7ee-4929-9f5c-2c02ba69e9ba · outbound

This paper cites Interactive reasoning: Visualizing and controlling chain- of-thought reasoning in large language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Interactive reasoning: Visualizing and controlling chain- of-thought reasoning in large language models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:25.361274Z

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Observation cef26a47-513d-406b-b7d7-1d32aee4cb5d · outbound

This paper cites Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:25.548095Z

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Observation 8f42f842-7695-4a77-bda8-8bbba7e780b8 · outbound

This paper cites Aligning large and small language models via chain- of-thought reasoning.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Aligning large and small language models via chain- of-thought reasoning

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:25.718570Z

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Observation 41196744-af85-439c-8f29-f0152ac82e0b · outbound

This paper cites Recot: Reflective self- correction training for mitigating confirmation bias in large vision-language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Recot: Reflective self- correction training for mitigating confirmation bias in large vision-language models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:25.863140Z

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Observation f22beb48-a7c0-45d0-9f2e-e346587e414c · outbound

This paper cites ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.023389Z

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Observation 51c0c9a7-3fff-4318-a050-a64a489b29c5 · outbound

This paper cites Sherlock: Self-correcting reasoning in vision-language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Sherlock: Self-correcting reasoning in vision-language models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.132914Z

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Observation eabe2368-ffd7-4ab9-b094-7990392418e5 · outbound

This paper cites Enhancing self-correction in large language models through multi-perspective reflection.arXiv preprint arXiv:2601.07780, 2026.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Enhancing self-correction in large language models through multi-perspective reflection.arXiv preprint arXiv:2601.07780, 2026

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.260171Z

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Observation db45c511-e49b-4a21-adfc-d8dff030c8f8 · outbound

This paper cites Can large language models self-correct in medical question answering? an exploratory study.arXiv preprint arXiv:2604.00261, 2026.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Can large language models self-correct in medical question answering? an exploratory study.arXiv preprint arXiv:2604.00261, 2026

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.334094Z

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Observation f248eaaf-15b2-4eed-8fb6-2cff96220815 · outbound

This paper cites AutoCAP: Towards automatic cross-lingual alignment planning for zero-shot chain-of-thought.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI AutoCAP: Towards automatic cross-lingual alignment planning for zero-shot chain-of-thought

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.445178Z

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Observation 37511e98-f124-4edb-86f8-9367f7e66fc3 · outbound

This paper cites Improving language understanding by generative pre-training.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Improving language understanding by generative pre-training

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.512826Z

Source-reported events for the cited work

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Observation 51137fd2-9e6d-48ea-b7e9-d4d3bac00645 · outbound

This paper cites Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.583154Z

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Observation bbd1feb2-fdc7-4e4f-9738-3dc4fba57110 · outbound

This paper cites Unlocking general long chain-of-thought reasoning capabilities of large language models via representation engineering.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Unlocking general long chain-of-thought reasoning capabilities of large language models via representation engineering

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.685574Z

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Observation f3417740-2286-4429-825c-03bc95fec108 · outbound

This paper cites Active prompting with chain-of-thought for large language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Active prompting with chain-of-thought for large language models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.775614Z

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Observation 88b7081f-d076-4c88-80a2-4794176568c7 · outbound

This paper cites On the (In)Effectiveness of Large Language Models for Chinese Text Correction.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.857923Z

Source-reported events for the cited work

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Observation 7dd0db96-659d-46d8-bfdb-5ac946f9c137 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Automatic Chain of Thought Prompting in Large Language Models

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:26.920670Z

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Observation 2158c98e-e143-4e6b-a7a2-ddaef90bb4ea · outbound

This paper cites Badthink: Triggered overthinking attacks on chain-of-thought reasoning in large language models.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Badthink: Triggered overthinking attacks on chain-of-thought reasoning in large language models

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.065615Z

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Observation d210bc4a-3343-408b-bec3-b42360574e17 · outbound

This paper cites Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large languagemodels.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large languagemodels

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.173394Z

Source-reported events for the cited work

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Observation a74bc63a-633a-4a7d-b453-70c3b04530aa · outbound

This paper cites Reflectevo: Improving meta introspection of small llms by learning self-reflection.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Reflectevo: Improving meta introspection of small llms by learning self-reflection

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.256587Z

Source-reported events for the cited work

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Observation c619d124-846d-473e-a8f8-81b64dd25048 · outbound

This paper cites Mirror: Multiple-perspective self-reflection method for knowledge-rich reasoning.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Mirror: Multiple-perspective self-reflection method for knowledge-rich reasoning

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.442675Z

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Observation 1b9bb816-5e3e-4c7a-86ab-688cb199a49f · outbound

This paper cites Reflexion: Language models that think twice for internalized self-correction.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Reflexion: Language models that think twice for internalized self-correction

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.520535Z

Source-reported events for the cited work

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Observation 6ab57388-748a-45b8-8862-437911611d7a · outbound

This paper cites SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.641823Z

Source-reported events for the cited work

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Observation 94953984-dfbd-42b8-ade7-7764e19f6826 · outbound

This paper cites Closed-loop multi-round planning for large language model agents via self- reflection and error correction.Journal of Computer Technology and Software, 3(9), 2024.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Closed-loop multi-round planning for large language model agents via self- reflection and error correction.Journal of Computer Technology and Software, 3(9), 2024

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.700615Z

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Observation f8f5a4df-6170-4e32-934d-a153b2de016f · outbound

This paper cites Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:27.787322Z

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Observation 1bc4c875-16b4-4d83-865e-3aa76d73d060 · outbound

This paper cites ThinkNote: Enhancing knowledge integration and utilization of large language models via constructivist cognition modeling.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI ThinkNote: Enhancing knowledge integration and utilization of large language models via constructivist cognition modeling

Reference 102

Resolution: malformed identifier; no resolver link, observed 2026-08-02T11:29:27.869025Z

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