On VEI, AGI Pyramid, and Energy: Can AGI Society prevent the Singularity? .- Elements of Cognition for General Intelligence.- Tjøstheim Comparing NARS and Reinforcement Learning: An Analysis of ONA and Q-Learning Algorithms.- On the Computation of Meaning, Language Models and Incomprehensible Horrors.- The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest.- Emergent Causality & the Foundation of Consciousness.- The M Cognitive Meta-Architecture as Touchstone for Standard Modeling of AGI-Level Minds.- Causal reasoning over probabilistic uncertainty.- Probabilistic Logic Networks for Temporal and Procedural Reasoning.- Rational OpenCog Controlled Agent.- Towards Cognitive Bots: Architectural Research Challenges.- Bridging AGI Theory and Practice with Galois Connections.- Comparative Reasoning for Intelligent Agents.- The Ethical Beginnings of a Non-Axiomatic Reasoning System.- Memory system and memory types for real-time reasoning systems.- Stimulus equivalence in NARS.- Lofthouse Context-Rich Evaluation of Machine Common Sense.- Indications of Suitable Algorithms for an AGI.- Adaptive Predictive Portfolio Management Agent.- A Vertical-Horizontal Integrated Neuro-Symbolic Framework towards Artificial General Intelligence.- Rethinking the Physical Symbol Systems Hypothesis.- on relation between facial expressions and emotions.- Evaluation of Pretrained Large Language Models in Embodied Planning Tasks.- Alien versus Natural-like Artificial General Intelligences.- Computing with Categories in Machine Learning.- ADAM: A Prototype of Hierarchical Neuro-symbolic AGI.- Electronic Education Machine AGI.- Can Language Models be used in Multistep Commonsense Planning Domains? .- Explicit Goal-Driven Autonomous Self-Explanation Generation.- Addressing the Unsustainability of Deep Neural Networks With Next-Gen AI.- NUTS, NARS, and Speech.- Computational-level Analysis of Constraint Compliance for General Intelligence.- Comprehension for More Coherent Language Generation.- Purver An adaptive vision architecture for AGI systems.- A Unified Structured Framework for AGI: Bridging Cognition and Neuromorphic Computing.- Coherence in intelligent systems.