Academic

Academic

Academic · 1 min

Large-Scale Analysis of Political Propaganda on Moltbook

arXiv:2603.18349v1 Announce Type: new Abstract: We present an NLP-based study of political propaganda on Moltbook, a Reddit-style platform for AI agents. To enable large-scale analysis, …

Julia Jose, Meghna Manoj Nair, Rachel Greenstadt
11 views
Academic · 1 min

Retrieval-Augmented LLM Agents: Learning to Learn from Experience

arXiv:2603.18272v1 Announce Type: new Abstract: While large language models (LLMs) have advanced the development of general-purpose agents, achieving robust generalization to unseen tasks remains a …

Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina, Herv\'e D\'ejean, St\'ephane Clinchant
12 views
Academic · 1 min

Cross-Domain Demo-to-Code via Neurosymbolic Counterfactual Reasoning

arXiv:2603.18495v1 Announce Type: new Abstract: Recent advances in Vision-Language Models (VLMs) have enabled video-instructed robotic programming, allowing agents to interpret video demonstrations and generate executable …

Jooyoung Kim, Wonje Choi, Younguk Song, Honguk Woo
15 views
Academic · 1 min

Interpretability without actionability: mechanistic methods cannot correct language model errors despite near-perfect internal representations

arXiv:2603.18353v1 Announce Type: new Abstract: Language models encode task-relevant knowledge in internal representations that far exceeds their output performance, but whether mechanistic interpretability methods can …

Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, John Morgan, Rajaie Batniji
3 views