arXiv:2511.22842v3 Announce Type: replace-cross Abstract: Causal machine learning (Causal ML) aims to answer “what if” questions using machine learning…
Category: AI
Jailbreaking in the Haystack
arXiv:2511.04707v2 Announce Type: replace-cross Abstract: Recent advances in long-context language models (LMs) have enabled million-token inputs,…
Sleeping Kelly
arXiv:2510.15911v4 Announce Type: replace-cross Abstract: The Sleeping Beauty problem is a problem of imperfect recall that has received considerable…
D$^2$ACCI: A Dual-Loop Diagnostic Protocol for Evidence-Preserving Agent Memory
arXiv:2608.17756v2 Announce Type: replace Abstract: Memory is a key capability of LLM agents. Persistent memory extends this across sessions—enabling…
`From Prompt to Perturbation’: An Adaptive Framework for Voice-Based Jailbreaks on Audio LLMs
arXiv:2502.00735v4 Announce Type: replace-cross Abstract: As large language models (LLMs) are increasingly integrated into audio-based applications,…
Accuracy and Robustness of Model Cascades Under Data Perturbations
arXiv:2608.17711v2 Announce Type: replace Abstract: Prediction cascades significantly reduce energy consumption of Artificial Intelligence (AI) models…
The Curious Case of Exploding DecPOMDPs: Containing the Fire through Policy Counting
arXiv:2608.17749v2 Announce Type: replace Abstract: Decentralised partially observable Markov decision processes (DecPOMDPs) provide a general framework…
Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization
arXiv:2407.05788v2 Announce Type: replace-cross Abstract: Bayesian optimization (BO) is an efficient framework for optimization of black-box objectives…
VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?
arXiv:2608.15265v2 Announce Type: replace Abstract: Constructing an interactive 3D open world from a user query is important. However, existing methods…
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
arXiv:2608.12036v2 Announce Type: replace Abstract: AI models have achieved remarkable success across diverse domains, yet the mechanisms underlying their…