Planning as Goal Recognition: Deriving Heuristics from Intention Models — Extended Version
arXiv:2603.14824v2 Announce Type: replace Abstract: Classical planning aims to find a sequence of actions, a plan, that maps a starting…
Reverse predictivity for bidirectional comparison of neural networks and biological brains
Nature Machine Intelligence, Published online: 25 March 2026; doi:10.1038/s42256-026-01204-0 Muzellec and Kar use reverse predictivity to show that only a…
Machine learning global atomic representations with Euclidean fast attention
Nature Machine Intelligence, Published online: 25 March 2026; doi:10.1038/s42256-026-01195-y Frank et al. introduce Euclidean fast attention, a linear-scaling framework for…
Compensating Visual Insufficiency with Stratified Language Guidance for Long-Tail Class Incremental Learning
arXiv:2603.21708v1 Announce Type: new Abstract: Long-tail class incremental learning (LT CIL) remains highly challenging because the scarcity of samples in…
Inference Energy and Latency in AI-Mediated Education: A Learning-per-Watt Analysis of Edge and Cloud Models
arXiv:2603.20223v1 Announce Type: cross Abstract: Immediate feedback is a foundational requirement of effective AI-mediated learning, yet the energy and latency…
Measuring Research Convergence in Interdisciplinary Teams Using Large Language Models and Graph Analytics
arXiv:2603.20204v1 Announce Type: cross Abstract: Understanding how interdisciplinary research teams converge on shared knowledge is a persistent challenge. This paper…
JointFM-0.1: A Foundation Model for Multi-Target Joint Distributional Prediction
arXiv:2603.20266v1 Announce Type: cross Abstract: Despite the rapid advancements in Artificial Intelligence (AI), Stochastic Differential Equations (SDEs) remain the gold-standard…
Decoding the decoder: Contextual sequence-to-sequence modeling for intracortical speech decoding
arXiv:2603.20246v1 Announce Type: cross Abstract: Speech brain–computer interfaces require decoders that translate intracortical activity into linguistic output while remaining robust…
Solver-Aided Verification of Policy Compliance in Tool-Augmented LLM Agents
arXiv:2603.20449v1 Announce Type: cross Abstract: Tool-augmented Large Language Models (TaLLMs) extend LLMs with the ability to invoke external tools, enabling…
The data heat island effect: quantifying the impact of AI data centers in a warming world
arXiv:2603.20897v1 Announce Type: cross Abstract: The strong and continuous increase of AI-based services leads to the steady proliferation of AI…