| Commentaries |  |  |  |  | 
| Designing Nigiwai with Clauses: Embodiment via Tangible Communication on Three-Dimensional Cognitive Structures | 
Kaira Sekiguchi, Yukio Ohsawa, and Sae Kondo | 
1 | 
PDF  | 
| Mindless Dialogue? A Critical Note on ToM and Communicative Generative Agents | 
Effat Farhana | 
21 | 
PDF  | 
| Toward Representing Emotions in the TalaMind Architecture | 
Philip C. Jackson Jr. | 
32 | 
PDF  | 
| Building Trustworthy AI by Addressing its 16+2 Desiderata with Goal-Directed Commonsense Reasoning | 
Alexis R. Tudor, Yankai Zeng, Huaduo Wang, Joaquín Arias, and Gopal Gupta | 
47 | 
PDF  | 
| Technical Papers |  |  |  |  | 
| LLM-Augmented Symbolic NLU System for More Reliable Continuous Causal Statement Interpretation | 
Xin Lian and Kenneth Forbus | 
66 | 
PDF  | 
| Classical AI vs. LLMs for Decision-Maker Alignment in Health Insurance Choices | 
Mallika Mainali, Harsha Sureshbabu, Anik Sen, Christopher B Rauch, John Meyer, JT Turner, Michael W. Floyd, Matthew Molineaux, and Rosina Weber | 
84 | 
PDF  | 
| Frame Semantics for Human-Robot Interaction | 
Mitchell Abrams, Chris Bao, and Matthias Scheutz | 
99 | 
PDF  | 
| Do as I Say, Not as I Do: The Role of LLMs in Open World Agents | 
William Ferguson, Marshall Brinn, Allyson Beach, and Aaron Adler | 
117 | 
PDF  | 
| A View of the Restaurant Script Through the Lens of Hierarchical Planning | 
Jamie Macbeth, Mak Roberts, Boming Zhang, Sharmin Badhan, Molly Neu, Tanush Garg, Mackie Zhou, Yining Hua, and Manushaqe Muco | 
132 | 
PDF  | 
| Deliberate Planning in Language Models with Symbolic Representation | 
Siheng Xiong, Zhangding Liu, Jieyu Zhou, and Yusen Su | 
155 | 
PDF  | 
| Basic Categories in Vision Language Models: Expert Prompting Doesn't Grant Expertise | 
Hunter Sawyer, Jesse Roberts, and Kyle Moore | 
177 | 
PDF  | 
| A Data-Transparent Probabilistic Model of Temporal Propositional Abstraction | 
Hiroyuki Kido | 
193 | 
PDF  | 
| Inference of Abstraction for Grounded Predicate Logic | 
Hiroyuki Kido | 
213 | 
PDF  | 
| Generative Example-Driven Error Mining | 
Constantine Nakos, Walker Demel, and Kenneth Forbus | 
233 | 
PDF  | 
| R-HTN: Rebellious Online HTN Planning for Safety and Game AI | 
Hector Munoz-Avila, David W. Aha, and Paola Rizzo | 
251 | 
PDF  | 
| Follow My Lead: Logical Fallacy Classification with Knowledge-Augmented LLMs | 
Olivia Peiyu Wang, Tashvi Bansal, Ryan Bai, Emily M. Chui, and Leilani H. Gilpin | 
269 | 
PDF  | 
| Frame-Based Scene Understanding: Structured Representations for Introspective Perception in Autonomous Driving | 
Li Liu and Leilani H. Gilpin | 
290 | 
PDF  | 
| Do LLMs Suppress Naïve Theories? Investigating Scientific Reasoning and Development in GPT-4o | 
Sneh Gupta, Raj Sanjay Shah, and Sashank Varma | 
310 | 
PDF  | 
| Modeling the Viewpoint Theory of Mental Rotation | 
Yeon Tae Chung, Vijay Marupudi, Siddhartha Krishna Vemuri, Athanassios Economou, and Sashank Varma | 
326 | 
PDF  |