Existing theoretical universal algorithmic intelligence models are not practically realizable. More pragmatic approach to artificial general intelligence is based on cognitive architectures, which are, however, non-universal in sense that they can construct and use models of the environment only from Turing-incomplete model spaces. We believe that the way to the real AGI consists in bridging the gap between these two approaches. This is possible if one considers cognitive functions as a "cognitive bias" (priors and search heuristics) that should be incorporated into the models of universal algorithmic intelligence without violating their universality. Earlier reported results suiting this approach and its overall feasibility are discussed on the example of perception, planning, knowledge representation, attention, theory of mind, language, and some others.
University at Buffalo（布法罗大学）；Cognotekt GmbH（科格诺泰克有限公司）；CUBRC, Inc.（CUBRC公司）
在这里，我们将“情报”理解为指为评估和维护国家安全而收集的知识项目。美国情报界（英语：Intelligence community of the United States，简称IC）是一个为美国收集和处理情报的组织团体。IC依赖于基于人机的分析策略，1）访问和整合来自不同来源的大量信息，2）持续处理这些信息，以便3）最大限度地全面了解世界参与者及其行为。在这里，我们描述了一种利用基于结果的学习（OBL）来支持这些努力的方法，该方法基于情报分析师进行的认知过程的本体论。对于认知过程本体论来说，特别重要的是被描述的类表示。这种表述在本质上是描述性的，其真实性值得信任。后者是因为一个被验证的表征总是由一个经过审查（或成功设计）的过程产生的，以可靠地产生真实的表征。因此，在其他上下文中，我们可能会称之为“知识项”。
Integration of cognitive tasks into artificial general intelligence test for large models
Southern University of Science and Technology（南方科技大学）；Shanghai AI Laboratory（上海人工智能实验室）；Tencent AI lab（腾讯AI实验室）；iFLYTEK AI Research（科大讯飞人工智能研究院）；Beijing Institute of Technology（北京理工大学）；Peking University（北京大学）；University of Macau（澳门大学）；Tsinghua University（清华大学）
World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks
College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学）；College of Computer Science and Technology, Jilin University（计算机科学与技术学院，吉林大学）；Department of Electrical and Computer Engineering, Auburn University（电气与计算机工程系，阿伯茨罕大学）；Department of Electrical and Computer Engineering, Sungkyunkwan University（电气与计算机工程系，成均馆大学）
Self-Evolving Cognitive Framework via Causal World Modeling for Embodied Scientific Intelligence
Graduate School of Advanced Science and Engineering, Hiroshima University（广岛大学先进科学与工程研究生院）；Advanced Intelligence and Robotics Research Center, Brain Science Institute, Tamagawa University（玉川大学脑科学研究所先进智能与机器人研究中心）
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact
Center for research in Computer Vision, University of Central Florida（计算机视觉研究中心，中央佛罗里达大学）；Cornell University（康奈尔大学）；Department of Electronics Engineering, Mehran University of Engineering & Technology（电子工程系，工程与技术大学）；Department of Imaging Physics, The University of Texas MD Anderson Cancer Center（成像物理系，德克萨斯大学MD安德森癌症中心）；Intelligent Transportation Systems, University of Tennessee（智能交通运输系统，田纳西大学）；Department of Electrical Engineering, City University of Hong Kong（电气工程系，香港城市大学）；Department of Mechanical Engineering, Bartin University（机械工程系，巴廷大学）；Vector Institute, Toronto Canada（多伦多加拿大向量研究所）；Manchester Metropolitan University（曼彻斯特 Metropolitan 大学）；Center for Data Science, New York University（数据科学中心，纽约大学）；Meta Research（Meta 研究）；Amazon Research（亚马逊研究）；Centre for Artificial Intelligence Research and Optimization, Torrens University Australia（人工智能研究与优化中心，塔伦斯大学澳大利亚）；University Research and Innovation Center, Obuda University（研究与创新中心，奥布达大学）
A Generic Review of Integrating Artificial Intelligence in Cognitive Behavioral Therapy
School of Software Engineering, Beijing University of Technology（北京工业大学软件学院）；School of Nursing, Wuhan University（武汉大学护理学院）；Sorbonne Université（索邦大学）；ICM（巴黎脑研究所）；CNRS（法国国家科学研究中心）；Inria（法国国家信息与自动化研究所）；Inserm（法国国家健康与医学研究院）；AP-HP（巴黎公共医疗集团）；Hôpital de la Pitié-Salpêtrière（皮蒂-萨尔皮特里耶医院）
A Whole Brain Probabilistic Generative Model: Toward Realizing Cognitive Architectures for Developmental Robots
Ritsumeikan University（立命馆大学）；The University of Tokyo（东京大学）；The Whole Brain Architecture Initiative（全脑架构倡议）；Osaka University（大阪大学）；Okinawa Institute of Science and Technology Graduate University（冲绳科学技术大学院大学）；Tamagawa University（玉川大学）；The University of Electro-Communications（电气通信大学）
From reactive to cognitive: brain-inspired spatial intelligence for embodied agents
Department of Computer Science and Technology, Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab（计算机科学与技术系、人工智能研究院、BNRist中心、清华-博世联合机器学习中心、THBI实验室）；Institute of Artificial Intelligence（人工智能研究院）；Department of Psychological and Cognitive Sciences（心理学与认知科学系）
On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS)
University of Calgary（卡尔加里大学）；Óbuda University（奥布达大学）；Simon Fraser University（西蒙菲莎大学）；University of Waterloo（滑铁卢大学）；Bogazici University（海峡大学）；Systems Research Institute, Polish Academy of Sciences（波兰科学院系统研究所）；City University of Hong Kong（香港城市大学）；New Jersey Institute of Technology（新泽西理工学院）；University of Toronto（多伦多大学）；Furaxa, Inc.（Furaxa公司）；South China University of Technology（华南理工大学）；De Montfort University（德蒙福特大学）；Toronto Research Centre, DRDC（加拿大国防研究与发展部多伦多研究中心）；Raytheon Technologies Research Center（雷神技术研究中心）
The US Algorithmic Accountability Act of 2022 vs. The EU Artificial Intelligence Act: What can they learn from each other?
Oxford Internet Institute, University of Oxford（牛津大学牛津互联网研究院）；Department of Statistical Science, University College London（伦敦大学学院统计科学系）；Department of Legal Studies, University of Bologna（博洛尼亚大学法律研究系）
The Catastrophic Paradox of Human Cognitive Frameworks in Large Language Model Evaluation: A Comprehensive Empirical Analysis of the CHC-LLM Incompatibility
Clinical Semantic Intelligence (CSI): Emulating the Cognitive Framework of the Expert Clinician for Comprehensive Oral Disease Diagnosis
Gilan University of Medical Sciences（加兹万大学医学科学学院）；University of Göttingen（哥廷根大学）；University of Tehran（德黑兰大学）；Hamadan University of Technology（哈马丹技术大学）；Islamic Azad University（伊斯兰 Azad 大学）
A Scenario-Driven Cognitive Approach to Next-Generation AI Memory
School of Computer Science, Sichuan University（四川大学计算机学院）；School of Cyber Science and Engineering, Sichuan University（四川大学网络科学与工程学院）；West China Biomedical Big Data Center, Sichuan University West China Hospital（四川大学华西生物医学大数据中心）
The Edmond and Lily Safra Center for Brain Sciences（埃德蒙与莉莉·萨夫拉脑科学中心）；The Hebrew University, Jerusalem（耶路撒冷希伯来大学）；Department of Cognitive Sciences（认知科学系）；The Federmann Center for the Study of Rationality（费德曼理性研究中心）；The Alexander Silberman Institute of Life Sciences（亚历山大·西尔伯曼生命科学研究所）
