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New Automated Jailbreak Attack UNIATTACK Achieves High Success Rate Against Multi-Layered LLM Defenses UXBench: Measuring the Actionability of LLM-Generated UX Critiques LaWAM: Latent World Action Model Enables Efficient, Dynamics-Aware Robot Control with Low Latency Sub-Quadratic Vision Transformers Cut Self-Attention Cost for Faster Image Captioning NordVPN's Private Server Add-On Gives Enterprises Isolated Hardware and Static IP for Secure Remote Access India Soyabean Acreage Seen Rising Up to 10% on High Prices, Weak Monsoon Outlook FlowMPC: New Framework Combines Flow Matching and World Models to Improve Robot Manipulation DYNA Framework Uses Temporal Knowledge Graphs to Reduce LLM Forgetting Without Retraining RAMS: Resource-Adaptive Model Switching for Embedded Edge Perception Under Load Open-SWE-Traces: 207K Multilingual Trajectories Set New Standard for Autonomous Software Engineering Agents New Automated Jailbreak Attack UNIATTACK Achieves High Success Rate Against Multi-Layered LLM Defenses UXBench: Measuring the Actionability of LLM-Generated UX Critiques LaWAM: Latent World Action Model Enables Efficient, Dynamics-Aware Robot Control with Low Latency Sub-Quadratic Vision Transformers Cut Self-Attention Cost for Faster Image Captioning NordVPN's Private Server Add-On Gives Enterprises Isolated Hardware and Static IP for Secure Remote Access India Soyabean Acreage Seen Rising Up to 10% on High Prices, Weak Monsoon Outlook FlowMPC: New Framework Combines Flow Matching and World Models to Improve Robot Manipulation DYNA Framework Uses Temporal Knowledge Graphs to Reduce LLM Forgetting Without Retraining RAMS: Resource-Adaptive Model Switching for Embedded Edge Perception Under Load Open-SWE-Traces: 207K Multilingual Trajectories Set New Standard for Autonomous Software Engineering Agents
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Cognitive Trajectory Modeling: A New Framework for Quantifying Human-AI Co-Creation Technology
Artificial Intelligence #artificial intelligence#human-ai interaction

Cognitive Trajectory Modeling: A New Framework for Quantifying Human-AI Co-Creation

Cognitive Trajectory Modeling (CTM) is a novel cognitive theory of interaction dynamics that conceptualizes cognition and creative processes as temporally organized trajectories. It provides a framework for quantifying how human-AI co-creation evolves over time, distinguishing cognitive trajectories from mere interaction traces.

Jun 16, 2026 1 source
Causal Model of Theory of Mind in Conflict Offers New Path for AI Mentalizing Technology
Artificial Intelligence #artificial intelligence#theory of mind

Causal Model of Theory of Mind in Conflict Offers New Path for AI Mentalizing

A new research paper by Gurney and Nikolos introduces a structural causal model for theory of mind (ToM) in artificial intelligence, addressing the unresolved question of when mentalizing is warranted in conflict situations. The model treats ToM as a mechanism activated by situational and agent-level conditions, offering a resource-rational decision procedure for AI systems. It specifies four exogenous variables, five endogenous mediators, and three causal pathways leading to epistemic accuracy, with implications for efficiency, trust, and robust artificial social intelligence.

Jun 16, 2026 1 source