Academic

Academic

Academic · 1 min

AI-Generated Medical Advice—GPT and Beyond

This Viewpoint describes medical applications of generative pretrained transformers (GPTs) and related artificial intelligence (AI) technologies and considers whether new forms of regulation are necessary …

Claudia E. Haupt
11 views
Academic · 1 min

On the Dynamics of Observation and Semantics

arXiv:2602.18494v1 Announce Type: new Abstract: A dominant paradigm in visual intelligence treats semantics as a static property of latent representations, assuming that meaning can be …

Xiu Li
6 views
Academic · 1 min

Decoding ML Decision: An Agentic Reasoning Framework for Large-Scale Ranking System

arXiv:2602.18640v1 Announce Type: new Abstract: Modern large-scale ranking systems operate within a sophisticated landscape of competing objectives, operational constraints, and evolving product requirements. Progress in …

Longfei Yun, Yihan Wu, Haoran Liu, Xiaoxuan Liu, Ziyun Xu, Yi Wang, Yang Xia, Pengfei Wang, Mingze Gao, Yunxiang Wang, Changfan Chen, Junfeng Pan
4 views
Academic · 1 min

Spilled Energy in Large Language Models

arXiv:2602.18671v1 Announce Type: new Abstract: We reinterpret the final Large Language Model (LLM) softmax classifier as an Energy-Based Model (EBM), decomposing the sequence-to-sequence probability chain …

Adrian Robert Minut, Hazem Dewidar, Iacopo Masi
6 views
Academic · 1 min

Task-Aware Exploration via a Predictive Bisimulation Metric

arXiv:2602.18724v1 Announce Type: new Abstract: Accelerating exploration in visual reinforcement learning under sparse rewards remains challenging due to the substantial task-irrelevant variations. Despite advances in …

Dayang Liang, Ruihan Liu, Lipeng Wan, Yunlong Liu, Bo An
3 views