StaleToast charts: 2026-10-13

A recorded review-attention order, not a quality rating.

Source snapshot imported 2026-10-20. This is not a live feed. Source and contributions.

Method: editorial-routing-v1. Values below belong to this edition. Linked profiles describe the imported catalog snapshot.

Research chart

1. 01

   AI Soccer Analyst: Stage-Aware and Verifiable Human-AI Collaboration for Soccer Data Analysis

   Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

   Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

   UnchangedPeak 12 editions
2. 02

   MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 22 editions
3. 03

   AI Agents That Matter

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 32 editions
4. 04

   Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 42 editions
5. 05

   Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-Based Multi-Agent Systems

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 52 editions
6. 06

   AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 62 editions
7. 07

   AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 72 editions
8. 08

   OSWORLD: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 82 editions
9. 09

   MetaGPT: Meta Programming for a Multi-Agent Collaborative Framework

   Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

   Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

   UnchangedPeak 92 editions
10. 10

    Conditional Multi-Stage Failure Recovery for Embodied Agents

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    UnchangedPeak 102 editions
11. 11

    STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    UnchangedPeak 112 editions
12. 12

    Why Do Multi-Agent LLM Systems Fail?

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    UnchangedPeak 122 editions
13. 13

    AgentAsk: Multi-Agent Systems Need to Ask

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    UnchangedPeak 132 editions
14. 14

    Serving a Revisable World: Versioned Execution for Interruptible Agents

    Relevant to the recorded review topic (see source); Abstract reviewed only evidence

    Abstract reviewed only · Candidate only: not accepted into the reviewed catalog

    No comparisonPeak 141 editions
15. 15

    Expanding Explainability: Towards Social Transparency in AI Systems

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 142 editions
16. 16

    Ten Challenges for Making Automation a Team Player in Joint Human-Agent Activity

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 152 editions
17. 17

    Is There a Big Five in Teamwork?

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 162 editions
18. 18

    Algorithmic Risk Assessments Can Alter Human Decision-Making Processes in High-Stakes Government Contexts

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 172 editions
19. 19

    AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 182 editions
20. 20

    tau-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 192 editions
21. 21

    Humans and Automation: Use, Misuse, Disuse, Abuse

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 202 editions
22. 22

    How in the World Did We Ever Get into That Mode? Mode Error and Awareness in Supervisory Control

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 212 editions
23. 23

    From Here to Autonomy: Lessons Learned From Human-Automation Research

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 222 editions
24. 24

    Human Performance Consequences of Stages and Levels of Automation: An Integrated Meta-Analysis

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 232 editions
25. 25

    A Model for Types and Levels of Human Interaction with Automation

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 242 editions
26. 26

    Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 252 editions
27. 27

    Human-Centered Artificial Intelligence: Reliable, Safe and Trustworthy

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 262 editions
28. 28

    Shifting Work Patterns with Generative AI

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 272 editions
29. 29

    How human-AI feedback loops alter human perceptual, emotional and social judgements

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 282 editions
30. 30

    Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 292 editions
31. 31

    Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 302 editions
32. 32

    LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 312 editions
33. 33

    Consistent Estimators for Learning to Defer to an Expert

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 322 editions
34. 34

    MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 332 editions
35. 35

    Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 342 editions
36. 36

    Towards a Theory of Longitudinal Trust Calibration in Human-Robot Teams

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 352 editions
37. 37

    Human-AI Collaboration in Information Systems Research: A Systematic Literature Review and Future Research Directions

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 362 editions
38. 38

    Tailored to you: longitudinal effects of personalising language models

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 372 editions
39. 39

    Evaluating Very Long-Term Conversational Memory of LLM Agents

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 382 editions
40. 40

    MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 392 editions
41. 41

    MemGPT: Towards LLMs as Operating Systems

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 402 editions
42. 42

    MemoryBank: Enhancing Large Language Models with Long-Term Memory

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 412 editions
43. 43

    Generative Agents: Interactive Simulacra of Human Behavior

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 422 editions
44. 44

    Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 432 editions
45. 45

    Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 442 editions
46. 46

    Lost in the Middle: How Language Models Use Long Contexts

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 452 editions
47. 47

    RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 462 editions
48. 48

    HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 472 editions
49. 49

    From Local to Global: A Graph RAG Approach to Query-Focused Summarization

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 482 editions
50. 50

    Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 492 editions
51. 51

    MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 502 editions
52. 52

    Transactive Memory: A Contemporary Analysis of the Group Mind

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 512 editions
53. 53

    Scaffolding Human-AI Collaboration: A Field Experiment on Behavioral Protocols and Cognitive Reframing

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 522 editions
54. 54

    Human-generative AI collaboration enhances task performance but undermines human’s intrinsic motivation

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 532 editions
55. 55

    To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-Assisted Decision-Making

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 542 editions
56. 56

    Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 552 editions
57. 57

    Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 562 editions
58. 58

    Designing For Complementary Performance: A Conceptual Model Of Human-AI Collaboration In Strategic Intelligence

    Relevant to the recorded review topic (see source); Abstract reviewed only evidence

    Abstract reviewed only · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 572 editions
59. 59

    An open source machine learning framework for efficient and transparent systematic reviews

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 582 editions
60. 60

    The Automated Systematic Search Deduplicator (ASySD): a rapid, open-source, interoperable tool to remove duplicate citations in biomedical systematic reviews

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 592 editions
61. 61

    RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts

    Relevant to the recorded review topic (see source); Selected full-text review; not an exhaustive evaluation evidence

    Selected full-text review; not an exhaustive evaluation · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 602 editions
62. 62

    greCAPTCHA: Assessing Understanding as Evidence of Research Authorship Under Generative AI

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 612 editions
63. 63

    Reflexion: Language Agents with Verbal Reinforcement Learning

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 622 editions
64. 64

    Self-Refine: Iterative Refinement with Self-Feedback

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 632 editions
65. 65

    Improving Factuality and Reasoning in Language Models through Multiagent Debate

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 642 editions
66. 66

    Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 652 editions
67. 67

    Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 662 editions
68. 68

    Improving Reliability of Large Language Models via Claim-Level Self-Verification and Uncertainty Calibration

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 672 editions
69. 69

    Reimagining research papers as interactive and reliable AI agents

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 682 editions
70. 70

    Generative AI at Work

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 692 editions
71. 71

    The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 702 editions
72. 72

    Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 712 editions
73. 73

    Collaborating with AI Agents: Field Experiments on Teamwork, Productivity, and Performance

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 722 editions
74. 74

    Experimental evidence on the productivity effects of generative artificial intelligence

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 732 editions
75. 75

    When combinations of humans and AI are useful: A systematic review and meta-analysis

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 742 editions
76. 76

    Roles of Artificial Intelligence in Collaboration with Humans: Automation, Augmentation, and the Future of Work

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 752 editions
77. 77

    Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 762 editions
78. 78

    Learning to Complement Humans

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 772 editions
79. 79

    Collaborative Intelligence: Humans and AI Are Joining Forces

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 782 editions
80. 80

    Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 792 editions
81. 81

    Artificial Intelligence and the Future of Work: Human-AI Symbiosis in Organizational Decision Making

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 802 editions
82. 82

    The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 812 editions
83. 83

    ChatDev: Communicative Agents for Software Development

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 822 editions
84. 84

    AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 832 editions
85. 85

    Human-AI teaming in healthcare: 1 + 1 > 2?

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 842 editions
86. 86

    Distributed Cognition: Toward a New Foundation for Human-Computer Interaction Research

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 852 editions
87. 87

    CAMEL: Communicative Agents for Mind Exploration of Large Scale Language Model Society

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 862 editions
88. 88

    Measuring Transactive Memory Systems in the Field

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 872 editions
89. 89

    Psychological Safety and Learning Behavior in Work Teams

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 882 editions
90. 90

    Grounding in Communication

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 892 editions
91. 91

    Measuring Team Knowledge

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 902 editions
92. 92

    The Out-of-the-Loop Performance Problem and Level of Control in Automation

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 912 editions
93. 93

    Trusting Automation: Designing for Responsivity and Resilience

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 922 editions
94. 94

    Ironies of Automation

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 932 editions
95. 95

    AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 942 editions
96. 96

    Towards a Science of Scaling Agent Systems

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 952 editions
97. 97

    A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 962 editions
98. 98

    ORCH: Organizational Principles Enable Collective Intelligence in Embodied AI

    Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence

    Previously screened candidate; review remains limited · Candidate only: not accepted into the reviewed catalog

    Down 1Peak 972 editions
99. 99

    Manipulating and Measuring Model Interpretability

    Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

    Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

    Down 1Peak 982 editions
100. 100

     The Impact of Generative AI on Critical Thinking

     Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence

     Structure and relevance screened; not a full evaluation · Catalog review recorded; not a performance endorsement

     Down 1Peak 992 editions

Repositories chart

1. 01

   openai/openai-agents-python

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

   README reviewed only; no runtime test recorded ·

   UnchangedPeak 12 editions
2. 02

   microsoft/agent-framework

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

   README reviewed only; no runtime test recorded ·

   UnchangedPeak 22 editions
3. 03

   google/adk-python

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

   README reviewed only; no runtime test recorded ·

   UnchangedPeak 32 editions
4. 04

   a2aproject/A2A

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

   README reviewed only; no runtime test recorded ·

   UnchangedPeak 42 editions
5. 05

   langchain-ai/langgraph

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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6. 06

   crewAIInc/crewAI

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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7. 07

   FoundationAgents/MetaGPT

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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8. 08

   agentscope-ai/agentscope

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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9. 09

   ag2ai/ag2

   Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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10. 10

    pydantic/pydantic-ai

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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    UnchangedPeak 102 editions
11. 11

    mastra-ai/mastra

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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12. 12

    langgenius/dify

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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13. 13

    infiniflow/ragflow

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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14. 14

    promptfoo/promptfoo

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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    UnchangedPeak 142 editions
15. 15

    Arize-ai/phoenix

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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    UnchangedPeak 152 editions
16. 16

    OpenHands/OpenHands

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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17. 17

    microsoft/semantic-kernel

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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    UnchangedPeak 172 editions
18. 18

    e2b-dev/E2B

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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19. 19

    mlflow/mlflow

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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20. 20

    wandb/weave

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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21. 21

    langfuse/langfuse

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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22. 22

    Giskard-AI/giskard-oss

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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23. 23

    daytonaio/daytona

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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24. 24

    openlit/openlit

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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25. 25

    browserbase/stagehand

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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26. 26

    anomalyco/opencode

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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27. 27

    aaif-goose/goose

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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28. 28

    SWE-agent/mini-swe-agent

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29. 29

    continuedev/continue

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30. 30

    cline/cline

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31. 31

    QwenLM/qwen-code

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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32. 32

    Aider-AI/aider

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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33. 33

    google-gemini/gemini-cli

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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34. 34

    anthropics/claude-code

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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35. 35

    openai/codex

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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36. 36

    browser-use/browser-use

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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37. 37

    TabbyML/tabby

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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38. 38

    confident-ai/deepeval

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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39. 39

    TauricResearch/TradingAgents

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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40. 40

    OpenBMB/AgentVerse

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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41. 41

    microsoft/promptflow

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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42. 42

    OpenBMB/ChatDev

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43. 43

    mindsdb/mindshub

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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44. 44

    Portkey-AI/gateway

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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45. 45

    langflow-ai/langflow

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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46. 46

    Significant-Gravitas/AutoGPT

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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47. 47

    agno-agi/agno

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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48. 48

    langchain-ai/langchain

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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49. 49

    n8n-io/n8n

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50. 50

    truera/trulens

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51. 51

    HKUDS/LightRAG

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52. 52

    deepset-ai/haystack

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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53. 53

    aiwaves-cn/agents

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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54. 54

    TransformerOptimus/SuperAGI

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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55. 55

    OpenBMB/XAgent

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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56. 56

    plandex-ai/plandex

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57. 57

    1f916-ai/1f916

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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58. 58

    bjgreenberg/senior-engineering-partner

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59. 59

    bradygaster/squad

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60. 60

    calesthio/openmontage

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61. 61

    cbalgeman/agent-mesh

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62. 62

    dan-calin/shared-agent-memory

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63. 63

    dicklesworthstone/destructive_command_guard

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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64. 64

    fjwood69/mori

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65. 65

    garrytan/gstack

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66. 66

    harshitk-cp/engram

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67. 67

    huangruiteng/loopx

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68. 68

    ikalus1988/misakanet

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69. 69

    kid-sid/claude-spellbook

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70. 70

    kopias/loreto-mcp

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71. 71

    marblo-app/marblo

    Relevant to the recorded review topic (see source); README reviewed only; no runtime test recorded evidence

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72. 72

    microsoft/agent-governance-toolkit

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73. 73

    nhowardtli/virp

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74. 74

    niksh06/cogit

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75. 75

    paperclipai/paperclip

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76. 76

    prefrontal-systems/cortexgraph

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77. 77

    randommonicle/claude-skills

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78. 78

    riccardo8888/agent-link

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79. 79

    semantica-agi/semantica

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80. 80

    shopdevx/adeptlydev

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81. 81

    tamdogood/builder-essential-skills

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82. 82

    wonderwhy-er/desktopcommandermcp

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83. 83

    restatedev/sdk-python

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84. 84

    temporalio/sdk-python

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85. 85

    dbos-inc/dbos-transact-py

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86. 86

    inngest/inngest

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87. 87

    triggerdotdev/trigger.dev

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88. 88

    PrefectHQ/prefect

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89. 89

    get-convex/workflow

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90. 90

    microsoft/agent-lightning

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91. 91

    open-telemetry/opentelemetry-python

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92. 92

    AgentOps-AI/agentops

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93. 93

    pydantic/logfire

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94. 94

    hatchet-dev/hatchet

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95. 95

    microsoft/autogen

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96. 96

    microsoft/JARVIS

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97. 97

    SalesforceAIResearch/AgentLite

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98. 98

    modelcontextprotocol/modelcontextprotocol

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99. 99

    huggingface/smolagents

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100. 100

     letta-ai/letta-code

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