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Whether, Not Which: Mechanistic Interpretability Reveals Dissociable Affect Rece

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2 SIGNALSFIRST DETECTED 25 March 2026
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25 Mar
Memory Bear AI Memory Science Engine for Multimodal Affective Intelligence: A Technical Report

arXiv:2603.22306v1 Announce Type: new Abstract: Affective judgment in real interaction is rarely a purely local prediction problem. Emotional meaning often depends on prior

REPORT · WHAT · ArXiv CS.AIOPEN STORY
2 Apr
How Emotion Shapes the Behavior of LLMs and Agents: A Mechanistic Study

arXiv:2604.00005v1 Announce Type: new Abstract: Emotion plays an important role in human cognition and performance. Motivated by this, we investigate whether analogous emotional

REPORT · HOW · ArXiv CS.AIOPEN STORY
10 Apr
On Emotion-Sensitive Decision Making of Small Language Model Agents

arXiv:2604.06562v1 Announce Type: new Abstract: Small language models (SLM) are increasingly used as interactive decision-making agents, yet most decision-oriented evaluations

REPORT · HOW · ArXiv CS.AIOPEN STORY
20 Mar
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

REPORT · WHAT · ArXiv CS.AIOPEN STORY
24 Apr
From Actions to Understanding: Conformal Interpretability of Temporal Concepts in LLM Agents

arXiv:2604.19775v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed as autonomous agents capable of reasoning, planning, and acting within

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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